{
 "merged_at": "2026-10-10",
 "sources": [
  [
   "/home/hatch/workspace/goals/goal/hidden_files/job-sweep-2026-10-10/muse/listings.json",
   30
  ],
  [
   "/home/hatch/workspace/goals/goal/hidden_files/job-sweep-2026-10-10/codex/batch1.json",
   45
  ],
  [
   "/home/hatch/workspace/goals/goal/hidden_files/job-sweep-2026-10-10/codex/batch2.json",
   33
  ],
  [
   "/home/hatch/workspace/goals/goal/hidden_files/job-sweep-2026-10-10/agy/batch1.json",
   10
  ],
  [
   "/home/hatch/workspace/goals/goal/hidden_files/job-sweep-2026-10-10/agy/batch1b.json",
   2
  ],
  [
   "/home/hatch/workspace/goals/goal/hidden_files/job-sweep-2026-10-10/agy/batch2.json",
   10
  ]
 ],
 "total_raw": 130,
 "total_unique": 130,
 "listings": [
  {
   "apply_url": "https://www.efinancialcareers.co.uk/jobs-UK-London-Deutsche_Bank_Graduate_Programme_-_Investment_Bank_Capital_Markets_-_UK_Coverage_-_London_-_2027.id24758514",
   "company": "Deutsche Bank",
   "deadline": "2026-10-11",
   "deadline_source": "aggregator",
   "eligibility": "ONE application per UK recruitment season (season slot not yet used); studies completed 1 Jan 2026–31 Jul 2027; 2:1 equivalent CHECK; max 12 months relevant experience",
   "fit": "stretch",
   "location": "London",
   "notes": "Deadline 11 Oct 2026 23:59 GMT (tonight — still live per Yello pages this morning). Rolling — may close early. Stretch: IB technical bar high for BASM without banking internships. Other DB tracks (Tech/Data, Risk, MC, Audit, Corporate Bank) went live 5 Oct — but one-application rule means choosing ONE.",
   "program_or_role": "Graduate Programme — Investment Bank: Capital Markets, UK Coverage, London 2027",
   "rotation": "unknown",
   "salary": "unknown",
   "sector": "banking",
   "start_date": "2027-07",
   "track": "graduate_scheme",
   "_collector": "muse"
  },
  {
   "company": "Deutsche Bank",
   "program_or_role": "Graduate Programme — Investment Bank: Investment Banking & Capital Markets",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-11",
   "deadline_source": "employer_page",
   "start_date": "July 2027",
   "eligibility": "Studies completed between 2026-01-01 and 2027-07-31; maximum 12 months relevant full-time experience. Undergraduate 2:1 or First, or equivalent. MSc date fits; undergraduate grade equivalence remains unconfirmed.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://careers.db.com/students-graduates/your-application/index?language_id=1",
   "fit": "stretch",
   "notes": "Urgent deadline; competitive investment-banking route. [Employer application timetable and eligibility](https://careers.db.com/students-graduates/your-application/index?language_id=1).",
   "_collector": "codex"
  },
  {
   "company": "Liberty Global",
   "program_or_role": "Finance Graduate 2027",
   "sector": "tech",
   "track": "graduate_scheme",
   "location": "London initially; subsequent UK/European placements",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "start_date": "2027; exact date unknown",
   "eligibility": "Graduate interested in finance and willing to undertake CIMA and geographic mobility. No numerical degree-classification cutoff identified in the reproduced advert.",
   "salary": "£44,000",
   "rotation": "yes",
   "apply_url": "https://www.brightnetwork.co.uk/graduate-jobs/liberty-global/finance-graduate-2027",
   "fit": "strong",
   "notes": "Three 12-month finance rotations. Overseas placements may require separate work-permission arrangements. [Programme advert](https://www.brightnetwork.co.uk/graduate-jobs/liberty-global/finance-graduate-2027); [university deadline listing](https://intranet.birmingham.ac.uk/student/careers/jobs-opportunities/graduate-schemes.aspx). [2026-10-11 verification: Bright Network shows rolling, not 10-12.]",
   "_collector": "codex"
  },
  {
   "company": "Mondelez International",
   "program_or_role": "Finance Graduate — Taste The Future UK 2027",
   "sector": "fmcg",
   "track": "graduate_scheme",
   "location": "UK sites; Birmingham recruitment assessment centre",
   "deadline": "2026-10-12",
   "deadline_source": "employer_page",
   "start_date": "2027; exact date unknown",
   "eligibility": "Existing UK right to work — NO Skilled Worker sponsorship (BNO fine); willingness to relocate domestically/internationally; no stated degree-classification cutoff",
   "salary": "£33,000 plus £2,000 joining bonus",
   "rotation": "yes",
   "apply_url": "https://www.mondelezinternational.com/careers/jobs/job?jobid=R-177217&jobtitle=Finance+Graduate+-Taste+The+Future+Program+UK",
   "fit": "strong",
   "notes": "Deadline is midday. Three-year finance programme with CIMA/ACCA support. No-sponsorship condition suits James's stated work rights. [Advert and deadline](https://www.brightnetwork.co.uk/graduate-jobs/mondelez-international/finance-graduate-taste-the-future-program-uk-2027). Verified OPEN 11 Oct 2026 on Mondelez careers (R-177217, Birmingham + Reading/Sheffield/Uxbridge, posted 15 Sep 2026): 'Closing date for applications is midday Monday 12 of October 2026.' CLOSES TOMORROW MIDDAY — urgent.",
   "_collector": "muse"
  },
  {
   "company": "Mondelez International",
   "program_or_role": "Supply Chain Graduate — Taste The Future UK 2027",
   "sector": "fmcg",
   "track": "graduate_scheme",
   "location": "Birmingham and other UK placements",
   "deadline": "2026-10-12",
   "deadline_source": "aggregator",
   "start_date": "2027 title; start date requires correction/confirmation",
   "eligibility": "Recent graduate with degree/equivalent in Business, Operations, Engineering, Supply Chain or Logistics. No numerical classification stated. Existing UK right to work; no sponsorship.",
   "salary": "£33,000 plus £2,000 joining bonus",
   "rotation": "yes",
   "apply_url": "https://www.brightnetwork.co.uk/graduate-jobs/mondelez-international/supply-chain-graduate-program-taste-the-future-uk-birmingham-2027-amcp",
   "fit": "watchlist",
   "notes": "Three 12-month rotations. Deadline midday. Listing title says 2027 but body says September 2026, inconsistent with December 2026 assessment; do not assume a corrected September 2027 date. [Advert showing discrepancy](https://www.brightnetwork.co.uk/graduate-jobs/mondelez-international/supply-chain-graduate-program-taste-the-future-uk-birmingham-2027-amcp). Sibling Finance track verified OPEN today on Mondelez careers with midday-12-Oct deadline; assume the same deadline applies — verify on the Mondelez job page before applying.",
   "_collector": "codex"
  },
  {
   "company": "Howden",
   "program_or_role": "Credit Risk Solutions Graduate Programme 2027",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "London — One Creechurch Place",
   "deadline": "2026-10-13",
   "deadline_source": "employer_page",
   "start_date": "September 2027",
   "eligibility": "Recent or soon-to-be graduate; 2:1 or above in any subject. Full unrestricted UK right to work. No insurance experience required. James's grade remains unconfirmed.",
   "salary": "£40,000",
   "rotation": "no",
   "apply_url": "https://hyperiongrp.wd3.myworkdayjobs.com/en-US/Hyperion_External/job/Credit-Risk-Solutions-Graduate-Programme-2027_R0019260",
   "fit": "strong",
   "notes": "Specialist credit-risk team with structured graduate development. Only one Howden graduate application for the intake. [Employer advert](https://hyperiongrp.wd3.myworkdayjobs.com/en-US/Hyperion_External/job/Credit-Risk-Solutions-Graduate-Programme-2027_R0019260). Re-verified live 11 Oct 2026 on Workday: 'End Date: October 13, 2026'. Req R0019260, London – One Creechurch Place.",
   "_collector": "codex"
  },
  {
   "company": "Howden",
   "program_or_role": "Legal & Technical Claims Graduate Programme 2027",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-13",
   "deadline_source": "aggregator",
   "start_date": "September 2027",
   "eligibility": "Recent or soon-to-be graduate from any degree background; no numerical classification cutoff stated in reproduced employer advert. Must not currently participate in or previously have completed another employer's graduate programme. Full unrestricted UK right to work.",
   "salary": "£35,000 year one; £37,500 year two",
   "rotation": "yes",
   "apply_url": "https://hyperiongrp.wd3.myworkdayjobs.com/en-US/broadbean_external/job/Legal---Technical-Claims-Graduate-Programme-2027_R0019261-1",
   "fit": "strong",
   "notes": "Four six-month claims rotations; no insurance experience required. Only one Howden graduate application. Deadline independently visible on [Targetjobs](https://targetjobs.co.uk/jobs/legal-technical-claims-graduate-programme-242743); requirements and rotations in [Howden's posted advert](https://uk.linkedin.com/jobs/view/legal-technical-claims-graduate-programme-2027-at-howden-4466516172). Re-verified live 11 Oct 2026 on Workday: 'End Date: October 13, 2026'. Req R0019261, London – One Creechurch Place.",
   "_collector": "codex"
  },
  {
   "company": "Howden",
   "program_or_role": "Risk and Compliance Graduate Programme 2027",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "London — One Creechurch Place",
   "deadline": "2026-10-13",
   "deadline_source": "employer_page",
   "start_date": "September 2027",
   "eligibility": "Recent or soon-to-be graduate from any degree background; full unrestricted UK right to work. No numerical degree-classification cutoff identified.",
   "salary": "£35,000",
   "rotation": "yes",
   "apply_url": "https://hyperiongrp.wd3.myworkdayjobs.com/Hyperion_External/job/London---One-Creechurch-Place/Risk-and-Compliance-Graduate-Programme-2027_R0019263",
   "fit": "strong",
   "notes": "Two years, four six-month rotations and funded ICA qualification. Permanent appointment after the programme depends on performance and business need. One Howden graduate application only. [Employer advert](https://hyperiongrp.wd3.myworkdayjobs.com/Hyperion_External/job/London---One-Creechurch-Place/Risk-and-Compliance-Graduate-Programme-2027_R0019263?source=London_Insurance_Life). Re-verified live 11 Oct 2026 on Workday: 'End Date: October 13, 2026'. Req R0019263, London – One Creechurch Place.",
   "_collector": "codex"
  },
  {
   "company": "Teach First",
   "program_or_role": "Junior Business Analyst",
   "sector": "other",
   "track": "direct_entry",
   "location": "Birmingham, Bournemouth, Bristol, Kent, Leeds, London, Manchester, Newcastle, Norwich or Nottingham",
   "deadline": "2026-10-13",
   "deadline_source": "employer_page",
   "start_date": "unknown; interviews expected week commencing 19 October 2026",
   "eligibility": "Business analysis, process mapping and user stories through education, training or practical work. Awareness of Agile and relevant workplace tools. No minimum years or numeric degree grade stated.",
   "salary": "£32,563 + £3,000 London weighting",
   "rotation": "unknown",
   "apply_url": "https://teachfirst-peopleplatform.my.salesforce-sites.com/recruit/fRecruit__ApplyJob?vacancyNo=VN10430",
   "fit": "strong",
   "notes": "Live employer advert checked 2026-10-10. Full-time 37.5 hours; fixed term to 2027-09-30. Direct match to MSc subject; demonstrate practical process analysis. [Employer advert](https://teachfirst-peopleplatform.my.salesforce-sites.com/recruit/fRecruit__ApplyJob?vacancyNo=VN10430). Verified OPEN 11 Oct 2026 on Teach First vacancies page: 'Closing: 13 Oct 2026'. Nationwide, fixed-term, full-time, active Apply now button. CLOSES IN 2 DAYS.",
   "_collector": "muse"
  },
  {
   "company": "Undisclosed executive search employer via Graduate Recruitment Bureau",
   "program_or_role": "Junior Research Associate - Executive Search",
   "sector": "research",
   "track": "direct_entry",
   "location": "London; hybrid",
   "deadline": "2026-10-14",
   "deadline_source": "aggregator",
   "start_date": "ASAP",
   "eligibility": "2:1 or equivalent in any subject. No prior executive search experience needed. Analytical ability, initiative and communication. James's classification/equivalency is unconfirmed.",
   "salary": "GBP 30000-35000 per year",
   "rotation": "unknown",
   "apply_url": "https://www.grb.uk.com/graduate-jobs/junior-research-associate-executive-search-london-37823/",
   "fit": "stretch",
   "notes": "Live recruiter advert checked 2026-10-10. Non-obvious fintech executive search research route. Employer identity undisclosed; distinguish research and candidate outreach from management consulting. [Recruiter advert](https://www.grb.uk.com/graduate-jobs/junior-research-associate-executive-search-london-37823/).",
   "_collector": "codex"
  },
  {
   "company": "CIL Strategy Consultants",
   "program_or_role": "Analyst - Data, Analytics & AI",
   "sector": "consulting",
   "track": "direct_entry",
   "location": "London",
   "deadline": "2026-10-16",
   "deadline_source": "employer_page",
   "start_date": "unknown",
   "eligibility": "Undergraduate 2:1 or equivalent and GCSE Mathematics grade 7 or equivalent. Quantitative degree/content expected. Programming examples include Python, R and Stata; statistical analysis expected. SQL/Power BI desirable.",
   "salary": "GBP 45000 per year",
   "rotation": "unknown",
   "apply_url": "https://careers.cil.com/postings/5cb4d061-bf64-4cf7-8251-05b7ff7af84e",
   "fit": "stretch",
   "notes": "Live employer advert checked 2026-10-10. Stata is explicitly relevant. Degree classification, mathematics equivalency and depth of quantitative study remain unconfirmed. [Employer advert](https://careers.cil.com/postings/5cb4d061-bf64-4cf7-8251-05b7ff7af84e). Re-verified live 11 Oct 2026 on careers.cil.com: Application Deadline October 16, 2026, London hybrid, GBP 45,000/yr.",
   "_collector": "codex"
  },
  {
   "apply_url": "https://www.mottmac.com/en-gb/careers/explore-our-careers/2027-uk-graduate-value-chain-supply-chain-and-procurement-analysis-career-path-17190/",
   "company": "Mott MacDonald",
   "deadline": "2026-10-16",
   "deadline_source": "employer_page",
   "eligibility": "One application per candidate only; CV/cover letter not required; strengths-based assessment + motivation interview + half-day in-person AC; master's obtained no earlier than 2025 (Business/Engineering/Finance/Management/Supply Chain disciplines); <12 months relevant experience",
   "fit": "strong",
   "location": "UK (in-person AC first week Dec, 4 locations)",
   "notes": "Consulting + supply chain/procurement analytics; AI and data environments work. Closes Friday 16 Oct. Employer page re-verified live 11 Oct 2026 (closes Friday 16 Oct).",
   "program_or_role": "2027 UK Graduate — Value Chain, Supply Chain and Procurement Analysis",
   "rotation": "unknown",
   "salary": "unknown",
   "sector": "consulting",
   "start_date": "2027-09",
   "track": "graduate_scheme",
   "_collector": "muse"
  },
  {
   "company": "Undisclosed employer via Graduate Recruitment Bureau",
   "program_or_role": "Graduate Commercial Analyst",
   "sector": "other",
   "track": "direct_entry",
   "location": "Watford",
   "deadline": "2026-10-16",
   "deadline_source": "aggregator",
   "start_date": "2026-10-26",
   "eligibility": "2:1 degree in Business, Economics or a social science; Excel and commercial/data aptitude. James's degree classification/equivalency is unconfirmed.",
   "salary": "GBP 32000 per year",
   "rotation": "unknown",
   "apply_url": "https://www.grb.uk.com/graduate-jobs/graduate-commercial-analyst-watford-38043/",
   "fit": "stretch",
   "notes": "Recruiter advert updated 2026-10-09 and checked 2026-10-10. Employer identity is undisclosed; dates are recruiter-supplied. MSc content fits, conditional on undergraduate grade. [Recruiter advert](https://www.grb.uk.com/graduate-jobs/graduate-commercial-analyst-watford-38043/).",
   "_collector": "codex"
  },
  {
   "company": "HSBC",
   "program_or_role": "Relationship Management — Commercial Bank Graduate Programme",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "UK North (Manchester / Leeds / Liverpool / Sheffield rotations)",
   "deadline": "2026-10-18",
   "deadline_source": "employer_page",
   "start_date": "2027-07",
   "eligibility": "2:1 international equivalent (CHECK); one HSBC application per recruitment cycle; no sponsorship — BNO advantage",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.hsbc.com/careers/students-and-graduates/find-a-programme?page=1&take=80&academic-status=phd-student-or-graduate|university-graduate|university-undergraduate&business-area=commercial-banking&programme-type=global",
   "fit": "strong",
   "notes": "Verified 11 Oct 2026 on hsbc.com programme finder: opened 1 Oct 2026, closes 18 Oct 2026, starts Mon 5 Jul 2027, UK North. Rolling — apply early.",
   "_collector": "muse"
  },
  {
   "company": "Zurich Insurance",
   "program_or_role": "Sustainable Energy Graduate Development Programme 2027",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "London (hybrid)",
   "deadline": "2026-10-18",
   "deadline_source": "employer_page",
   "start_date": "2027-09",
   "eligibility": "Not specified in extract — verify on Zurich careers page",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://www.careers.zurich.com/job/London-Sustainable-Energy-Graduate-Development-Programme-2027-GB-L/1371810357/",
   "fit": "strong",
   "notes": "Rotations across energy underwriting, claims and sustainability teams. Commercial + sustainability angle fits BASM. Closes Sunday 18 Oct 2026. Re-verified live 11 Oct 2026 on careers.zurich.com: 'Closing date for applications: Sunday 18th October 2026', London hybrid, Sept 2027 start.",
   "_collector": "muse"
  },
  {
   "company": "Zurich Insurance",
   "program_or_role": "Commercial Insurance Graduate Scheme",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "2026-10-18",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Minimum 2:1 degree in any discipline, 96 UCAS points, and right to work in the UK",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.zurich.co.uk/careers/early-careers",
   "fit": "strong",
   "notes": "From Antigravity Flash batch 1 (2026-10-10). Eligibility wording is collector's summary — verify exact requirements on employer page before applying.",
   "_collector": "agy"
  },
  {
   "company": "DJS Research",
   "program_or_role": "Junior Research Executive",
   "sector": "research",
   "track": "direct_entry",
   "location": "UK, hybrid; office location not specified in vacancy",
   "deadline": "2026-10-19",
   "deadline_source": "employer_page",
   "start_date": "unknown",
   "eligibility": "Junior research support role. Requires accuracy, initiative, prioritisation and collaboration. No minimum experience, degree classification or specific degree requirement stated.",
   "salary": "Not disclosed",
   "rotation": "unknown",
   "apply_url": "https://djsresearch.co.uk/about/join-us/junior-research-executive",
   "fit": "strong",
   "notes": "Live employer advert checked 2026-10-10. Permanent, full-time. Quantitative and qualitative social/public-sector research; NSTC research leadership and Stata/SAS are relevant. [Employer advert](https://djsresearch.co.uk/about/join-us/junior-research-executive).",
   "_collector": "codex"
  },
  {
   "company": "Savills",
   "program_or_role": "Energy Graduate Scheme 2027",
   "sector": "energy",
   "track": "graduate_scheme",
   "location": "Richmond, London",
   "deadline": "2026-10-19",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Strong verbal/numerical/report-writing skills; high-quality degree; CEM qualification support",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://uk.jooble.org/jdp/1098186415389552711",
   "fit": "watchlist",
   "notes": "Energy consultancy within a property firm — sustainability + analytics angle. 2-year programme, permanent contract. Verify business-vs-technical balance on Savills site.",
   "_collector": "muse"
  },
  {
   "company": "WTW",
   "program_or_role": "2027 Actuarial Insurance Consulting Graduate Programme — Property & Casualty",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "London / Reigate / Cambridge",
   "deadline": "2026-10-19",
   "deadline_source": "employer_page",
   "start_date": "2027-09",
   "eligibility": "2:1 degree + A-level Mathematics grade A + 136 UCAS points (AAB); one application per year",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://careers.wtwco.com/jobs/2027-actuarial-insurance-consulting-graduate-programme-property-casualty-london-reigate-cambridge-london-england-united-kingdom-reigate-cambridge",
   "fit": "stretch",
   "notes": "Actuarial track — A-level Maths A requirement is a likely blocker (James GSAT maths 3/15). Included for completeness; probably skip.",
   "_collector": "muse"
  },
  {
   "company": "Babcock International",
   "program_or_role": "Business Operations Management Graduate Programme 2027",
   "sector": "other",
   "track": "graduate_scheme",
   "location": "Multiple UK sites; vacancy-dependent",
   "deadline": "2026-10-20",
   "deadline_source": "employer_page",
   "start_date": "From 2027-09-01; staggered starts",
   "eligibility": "Honours undergraduate or postgraduate degree; acceptable subjects vary by vacancy. Numerical grade cutoff unverified. Nationality, residency, security and export-control restrictions can apply.",
   "salary": "Minimum £35,000",
   "rotation": "yes",
   "apply_url": "https://careers.babcockinternational.com/emerging-talent/graduates/graduate-programmes/business-operations-management/",
   "fit": "watchlist",
   "notes": "Two-year business programme. James's UK work rights do not establish security eligibility; assess the specific site advert. [Employer programme](https://careers.babcockinternational.com/emerging-talent/graduates/graduate-programmes/business-operations-management/).",
   "_collector": "codex"
  },
  {
   "company": "Babcock International",
   "program_or_role": "Procurement and Supply Chain Management Graduate Programme 2027",
   "sector": "other",
   "track": "graduate_scheme",
   "location": "Plymouth, Bristol, Warrington or Rosyth; vacancy-dependent",
   "deadline": "2026-10-20",
   "deadline_source": "employer_page",
   "start_date": "From 2027-09-01; staggered starts",
   "eligibility": "Bachelor's or master's degree in any subject; procurement/supply-chain interest. Numerical classification cutoff unverified. BPSS and Security Check clearance required.",
   "salary": "Minimum £35,000",
   "rotation": "yes",
   "apply_url": "https://careers.babcockinternational.com/emerging-talent/graduates/graduate-programmes/procurement-and-supply-chain-management/",
   "fit": "watchlist",
   "notes": "Four six-month placements. Relevant business background; clearance/residence eligibility remains unresolved. [Employer programme](https://careers.babcockinternational.com/emerging-talent/graduates/graduate-programmes/procurement-and-supply-chain-management/).",
   "_collector": "codex"
  },
  {
   "company": "Plural Strategy",
   "program_or_role": "Analyst Programme (London)",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London / UK",
   "deadline": "2026-10-21",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Open to final-year students and graduates of any discipline (min 2:1 degree expected or achieved)",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.pluralstrategy.com/careers",
   "fit": "strong",
   "notes": "From Antigravity Flash batch 2 (2026-10-10). Eligibility wording is collector boilerplate — verify exact requirements and deadlines on employer page. L.E.K./OW/Plural deadlines (21-25 Oct) are urgent if confirmed.",
   "_collector": "agy"
  },
  {
   "company": "Undisclosed employer via Graduate Recruitment Bureau",
   "program_or_role": "Graduate Field Based Business Advisor",
   "sector": "other",
   "track": "direct_entry",
   "location": "Stevenage / Hertford; field-based",
   "deadline": "2026-10-21",
   "deadline_source": "aggregator",
   "start_date": "ASAP",
   "eligibility": "Any degree subject and grade. Full UK driving licence with no more than six penalty points essential; candidate licence status unconfirmed. Sales, retail or hospitality experience desirable.",
   "salary": "GBP 52000 OTE; base salary not separately disclosed",
   "rotation": "unknown",
   "apply_url": "https://www.grb.uk.com/graduate-jobs/graduate-field-based-business-advisor-stevenage-hertford-38035/",
   "fit": "watchlist",
   "notes": "Live recruiter advert checked 2026-10-10. Retailer relationship management and field sales, with initial training. Driving licence is a material unresolved requirement; advertised OTE is not guaranteed salary. [Recruiter advert](https://www.grb.uk.com/graduate-jobs/graduate-field-based-business-advisor-stevenage-hertford-38035/).",
   "_collector": "codex"
  },
  {
   "company": "Undisclosed employer via Graduate Recruitment Bureau",
   "program_or_role": "Graduate Advertising Insight Executive",
   "sector": "research",
   "track": "direct_entry",
   "location": "London",
   "deadline": "2026-10-22",
   "deadline_source": "aggregator",
   "start_date": "ASAP",
   "eligibility": "2:1 or equivalent; intermediate Excel, analytical ability and communication. James's degree classification/equivalency is unconfirmed.",
   "salary": "GBP 27000-30000 per year in advert body",
   "rotation": "unknown",
   "apply_url": "https://www.grb.uk.com/graduate-jobs/graduate-advertising-insight-executive-london-37987/",
   "fit": "stretch",
   "notes": "Live recruiter advert checked 2026-10-10. Advertising effectiveness and radio audience insights align with research experience. Employer identity undisclosed. [Recruiter advert](https://www.grb.uk.com/graduate-jobs/graduate-advertising-insight-executive-london-37987/).",
   "_collector": "codex"
  },
  {
   "company": "CIL Strategy Consultants",
   "program_or_role": "Analyst",
   "sector": "consulting",
   "track": "direct_entry",
   "location": "London",
   "deadline": "2026-10-23",
   "deadline_source": "employer_page",
   "start_date": "unknown",
   "eligibility": "Minimum undergraduate 2:1 or equivalent; GCSE Mathematics grade 7 or equivalent; strong academic record. Degree subject flexible. James's classification and qualification equivalencies are unconfirmed.",
   "salary": "GBP 47500 per year",
   "rotation": "unknown",
   "apply_url": "https://careers.cil.com/en/postings/bfba5378-4d7e-40d3-8080-558a87ee2abe",
   "fit": "stretch",
   "notes": "Live employer advert checked 2026-10-10. Direct analyst recruitment in commercial strategy and research. Academic eligibility must be established before treating this as a strong fit. [Employer advert](https://careers.cil.com/en/postings/bfba5378-4d7e-40d3-8080-558a87ee2abe).",
   "_collector": "codex"
  },
  {
   "apply_url": "https://careers.sellafieldsite.co.uk/jobs/2027-cumbria-graduate-programme-sp06826/",
   "company": "Sellafield Ltd",
   "deadline": "2026-10-23",
   "deadline_source": "employer_page",
   "eligibility": "One graduate vacancy application only; online assessment then video interviews 2–20 Nov 2026; in-person AC 1–4 Dec 2026 Workington; travel financial support available",
   "fit": "watchlist",
   "location": "Cumbria (Workington)",
   "notes": "Nuclear/energy sector — non-obvious. Commercial/business graduate streams exist within the programme; check which streams accept business degrees. Start 27 Sep 2027.",
   "program_or_role": "2027 Cumbria Graduate Programme",
   "rotation": "unknown",
   "salary": "unknown",
   "sector": "energy",
   "start_date": "2027-09-27",
   "track": "graduate_scheme",
   "_collector": "muse"
  },
  {
   "company": "L.E.K. Consulting",
   "program_or_role": "Associate (London)",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London / UK",
   "deadline": "2026-10-25",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Open to final-year students and graduates of any discipline (min 2:1 degree expected or achieved)",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.lek.com/join-lek/apply",
   "fit": "watchlist",
   "notes": "From Antigravity Flash batch 2 (2026-10-10). Eligibility wording is collector boilerplate — verify exact requirements and deadlines on employer page. L.E.K./OW/Plural deadlines (21-25 Oct) are urgent if confirmed.",
   "_collector": "agy"
  },
  {
   "company": "OCU",
   "program_or_role": "Junior Commercial Analyst",
   "sector": "other",
   "track": "direct_entry",
   "location": "Levenshulme, Manchester",
   "deadline": "2026-10-25",
   "deadline_source": "aggregator",
   "start_date": "unknown",
   "eligibility": "Graduate or early experience in commercial, finance, operations or analysis. Strong Excel, including pivot tables and lookup functions. Business, Finance, Economics or Engineering degree desirable. No numeric grade stated.",
   "salary": "Not disclosed; aggregator salary estimates not treated as employer pay",
   "rotation": "unknown",
   "apply_url": "https://onlyjuniorjobs.co.uk/jobs/junior-commercial-analyst-ocu",
   "fit": "strong",
   "notes": "Current aggregator advert checked 2026-10-10. Permanent, full-time infrastructure commercial analysis. Closing date is aggregator-supplied. [Advert](https://onlyjuniorjobs.co.uk/jobs/junior-commercial-analyst-ocu).",
   "_collector": "codex"
  },
  {
   "company": "Oliver Wyman",
   "program_or_role": "Entry-Level Consultant (London)",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London / UK",
   "deadline": "2026-10-25",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Open to final-year students and graduates of any discipline (min 2:1 degree expected or achieved)",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.oliverwyman.com/careers/entry-level.html",
   "fit": "watchlist",
   "notes": "From Antigravity Flash batch 2 (2026-10-10). Eligibility wording is collector boilerplate — verify exact requirements and deadlines on employer page. L.E.K./OW/Plural deadlines (21-25 Oct) are urgent if confirmed.",
   "_collector": "agy"
  },
  {
   "company": "AIB",
   "program_or_role": "AIB UK Graduate Programme 2027",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "Belfast",
   "deadline": "2026-10-26",
   "deadline_source": "employer_page",
   "start_date": "September 2027",
   "eligibility": "Minimum 2:1 honours degree, or equivalent for universities outside Ireland. UK residence and permission to work throughout the 23-month contract required. James's grade equivalence remains unconfirmed.",
   "salary": "£26,500",
   "rotation": "yes",
   "apply_url": "https://jobs.aib.ie/aib/job/Dublin-AIB-UK-Graduate-Programme-2027-IE/1373069457/",
   "fit": "strong",
   "notes": "September 2027–August 2029 contract; banking, lending and business-intelligence exposure. Advert specifies Belfast despite Dublin in its URL. May close early. [Employer advert](https://jobs.aib.ie/aib/job/Dublin-AIB-UK-Graduate-Programme-2027-IE/1373069457/).",
   "_collector": "codex"
  },
  {
   "company": "Lidl GB",
   "program_or_role": "Customer Insights & Loyalty Graduate Programme 2027",
   "sector": "retail",
   "track": "graduate_scheme",
   "location": "Tolworth, London",
   "deadline": "2026-10-26",
   "deadline_source": "aggregator",
   "start_date": "September 2027, reported by Gradcracker",
   "eligibility": "Gradcracker reports 2:2 or above. Full individual advert requirements, including driving-licence conditions, need verification; James's grade unconfirmed.",
   "salary": "£40,000 plus 10% London weighting, reported by Gradcracker",
   "rotation": "unknown",
   "apply_url": "https://careers.lidl.co.uk/early-careers/head-office",
   "fit": "strong",
   "notes": "Employer confirms its 2027 Customer Loyalty programme is open; data, CRM and commercial insight align well. [Employer hub](https://careers.lidl.co.uk/early-careers/head-office); [aggregator criteria and dates](https://www.gradcracker.com/hub/447/lidl/search/engineering-graduate-jobs).",
   "_collector": "codex"
  },
  {
   "company": "Undisclosed employer via Graduate Recruitment Bureau",
   "program_or_role": "Graduate Sales Development Representative - MarTech",
   "sector": "tech",
   "track": "direct_entry",
   "location": "London",
   "deadline": "2026-10-27",
   "deadline_source": "aggregator",
   "start_date": "ASAP",
   "eligibility": "2:1 or above in any discipline; interest in SaaS sales and evidence of achievement. No mandatory prior sales experience stated. James's classification/equivalency is unconfirmed.",
   "salary": "GBP 35000 base; GBP 50000 OTE",
   "rotation": "unknown",
   "apply_url": "https://www.grb.uk.com/graduate-jobs/graduate-sales-development-representative-martech-london-37629/",
   "fit": "stretch",
   "notes": "Live recruiter advert checked 2026-10-10. Direct commercial entry into marketing technology; outbound sales targets. Employer identity undisclosed. [Recruiter advert](https://www.grb.uk.com/graduate-jobs/graduate-sales-development-representative-martech-london-37629/).",
   "_collector": "codex"
  },
  {
   "apply_url": "https://opportunitiesforyouth.org/2026/09/25/nhs-graduate-management-training-scheme-2027-applications-open-for-future-nhs-leaders/",
   "company": "NHS",
   "deadline": "2026-10-28",
   "deadline_source": "aggregator",
   "eligibility": "2:2 in any subject (General Management, HR, Finance, Digital–Health Informatics); must have UK right to work for full scheme; no work experience required",
   "fit": "strong",
   "location": "UK-wide",
   "notes": "General Management scheme fits BASM. Closes 28 Oct 2026 11:30am. Start first Monday of Sep 2027. No sponsorship — BNO advantage.",
   "program_or_role": "Graduate Management Training Scheme 2027 — General Management",
   "rotation": "yes",
   "salary": "unknown",
   "sector": "public_sector",
   "start_date": "2027-09",
   "track": "graduate_scheme",
   "_collector": "muse"
  },
  {
   "apply_url": "https://targetjobs.co.uk/jobs/2027-graduate-scheme-economic-financial-consulting-248393",
   "company": "FTI Consulting",
   "deadline": "2026-10-29",
   "deadline_source": "aggregator",
   "eligibility": "Available for permanent full-time UK role from 6 Sep 2027; numerate/logical/inquisitive; finance/STEM background NOT a prerequisite; quantitative skills demonstrable academically or otherwise",
   "fit": "strong",
   "location": "London (assumed — verify)",
   "notes": "No cover letter required. Steps: application+CV, numerical/verbal tests, video interview 5–18 Nov 2026, assessment centre 25 Nov–11 Dec 2026, offers before Christmas. Economic consulting fits BASM well.",
   "program_or_role": "2027 Graduate Scheme, Economic & Financial Consulting",
   "rotation": "unknown",
   "salary": "unknown",
   "sector": "consulting",
   "start_date": "2027-09-06",
   "track": "graduate_scheme",
   "_collector": "muse"
  },
  {
   "company": "Graduate Recruitment Bureau",
   "program_or_role": "Graduate Trainee Recruitment Consultant",
   "sector": "other",
   "track": "direct_entry",
   "location": "Brighton",
   "deadline": "2026-10-30",
   "deadline_source": "aggregator",
   "start_date": "ASAP",
   "eligibility": "2:1 or equivalent or above in any degree; B grades at A-level or equivalent. James's degree classification and school qualification equivalencies are unconfirmed. Sales motivation and communication required.",
   "salary": "GBP 30000 OTE; base salary not separately disclosed",
   "rotation": "unknown",
   "apply_url": "https://www.grb.uk.com/graduate-jobs/graduate-recruitment-bureau-grb-graduate-trainee-recruitment-consultant-brighton-37683/",
   "fit": "stretch",
   "notes": "Live GRB advert checked 2026-10-10; GRB is the hiring employer here. Commercial recruitment route involving outreach and targets. OTE is not guaranteed base pay. [Advert](https://www.grb.uk.com/graduate-jobs/graduate-recruitment-bureau-grb-graduate-trainee-recruitment-consultant-brighton-37683/).",
   "_collector": "codex"
  },
  {
   "company": "Undisclosed employer via Graduate Recruitment Bureau",
   "program_or_role": "Graduate Sales Development Representative - Data Intelligence",
   "sector": "tech",
   "track": "direct_entry",
   "location": "London",
   "deadline": "2026-10-31",
   "deadline_source": "aggregator",
   "start_date": "Immediate",
   "eligibility": "Advert lists degree grade 2:2. Sales experience advantageous rather than essential. Communication and motivation for outbound executive-level selling. James's classification/equivalency is unconfirmed.",
   "salary": "GBP 40000 advertised; commission and earnings up to GBP 70000 claimed; base/OTE labelling should be confirmed",
   "rotation": "unknown",
   "apply_url": "https://www.grb.uk.com/graduate-jobs/graduate-sales-development-representative-data-intelligence-london-35959/",
   "fit": "stretch",
   "notes": "Live recruiter advert checked 2026-10-10. Data intelligence software commercial route. Employer identity undisclosed; clarify guaranteed pay before relying on earnings claims. [Recruiter advert](https://www.grb.uk.com/graduate-jobs/graduate-sales-development-representative-data-intelligence-london-35959/).",
   "_collector": "codex"
  },
  {
   "company": "Maersk",
   "program_or_role": "Graduate Programme UK & Ireland 2027 — UK placements",
   "sector": "logistics",
   "track": "graduate_scheme",
   "location": "East Midlands Gateway, Liverpool and Felixstowe",
   "deadline": "2026-11-02",
   "deadline_source": "aggregator",
   "start_date": "September 2027",
   "eligibility": "Bachelor's minimum 2:2 in Logistics, Supply Chain Management, Business, Engineering or Finance. Advert requires permission to live/work in the UK indefinitely and offers no sponsorship.",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://flexa.careers/in/jobs/maersk-graduate-programme-uk-i-2027-6abe748ff761c0cade62b754",
   "fit": "watchlist",
   "notes": "Two 12-month placements. Business degree aligns, but grade and employer interpretation of 'indefinitely' must be confirmed; BNO work rights should not be equated automatically with settled status. [Programme advert](https://flexa.careers/in/jobs/maersk-graduate-programme-uk-i-2027-6abe748ff761c0cade62b754); [deadline listing](https://uk.prosple.com/graduate-employers/maersk-uk/jobs-internships/graduate-programme-uki-2027-0).",
   "_collector": "codex"
  },
  {
   "company": "Baillie Gifford",
   "program_or_role": "Investment Research Graduate Programme 2027",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "Edinburgh",
   "deadline": "2026-11-03",
   "deadline_source": "employer_page",
   "start_date": "2027; exact date unknown",
   "eligibility": "Detailed degree-subject, classification and graduation-window requirements unverified; do not assume James qualifies.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.bailliegifford.com/en/uk/individual-investors/careers/early-careers/graduate-programmes/",
   "fit": "stretch",
   "notes": "Employer confirms the 2027 investment-research programme and closing date. Competitive investment-analysis route. [Employer graduate programmes](https://www.bailliegifford.com/en/uk/individual-investors/careers/early-careers/graduate-programmes/).",
   "_collector": "codex"
  },
  {
   "company": "Civil Service",
   "program_or_role": "Fast Stream 2027 (18 specialist schemes)",
   "sector": "public_sector",
   "track": "graduate_scheme",
   "location": "National (UK-wide)",
   "deadline": "2026-11-05",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "2:2 degree in any subject; must have UK right to work; apply once per cycle (up to 4 scheme preferences)",
   "salary": "£31,554 starting",
   "rotation": "yes",
   "apply_url": "https://www.civil-service-careers.gov.uk/fast-stream/",
   "fit": "strong",
   "notes": "CORRECTION: applications OPEN midday 8 Oct 2026, close midday 5 Nov 2026 (secondary sources; verify on official page). 18 schemes incl. Generalist, Commercial, Digital/Data/Technology, Finance. BNO right-to-work fine; some streams may need SC clearance — check per scheme.",
   "_collector": "muse"
  },
  {
   "company": "NFU Mutual",
   "program_or_role": "Insurance Customer Services Graduate Scheme",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "2026-11-08",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "unknown",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://careers.nfumutual.co.uk/",
   "fit": "watchlist",
   "notes": "From Antigravity Flash probe (2026-10-10). Verify deadline/eligibility on employer page.",
   "_collector": "agy"
  },
  {
   "company": "Allianz Global Investors",
   "program_or_role": "Graduate Programme 2027 — London opportunities",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London; exact local pathway to be confirmed",
   "deadline": "2026-11-09",
   "deadline_source": "employer_page",
   "start_date": "2027-09-01",
   "eligibility": "Specific London pathway, degree classification and graduation-window requirements unverified.",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://careers.allianz.com/global/en/allianz-global-investors",
   "fit": "watchlist",
   "notes": "16-month rotational programme. Global pathways include investment, distribution and corporate functions; London availability must be checked per advert. [Employer programme](https://careers.allianz.com/global/en/allianz-global-investors); [2027 London location confirmation](https://www.fu-berlin.de/en/sites/career/X_News_English/AllianzGI-Graduate-Programme_10_2026.html).",
   "_collector": "codex"
  },
  {
   "apply_url": "https://careers.isio.com/jobs/8402672-2027-actuarial-and-consulting-graduate-analyst-glasgow",
   "company": "Isio",
   "deadline": "2026-11-16",
   "deadline_source": "employer_page",
   "eligibility": "No previous pensions knowledge assumed; motivation/numerical/problem-solving assessed",
   "fit": "stretch",
   "location": "Glasgow (hybrid)",
   "notes": "Pensions/actuarial consulting. Quantitative BASM profile plausible; professional exams involved. Closes 16 Nov 2026 5pm UK time.",
   "program_or_role": "2027 Actuarial and Consulting Graduate Analyst",
   "rotation": "unknown",
   "salary": "unknown",
   "sector": "consulting",
   "start_date": "2027-09",
   "track": "graduate_scheme",
   "_collector": "muse"
  },
  {
   "company": "Financial Conduct Authority",
   "program_or_role": "Regulatory Graduate Programme",
   "sector": "fintech",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "2026-11-29",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Minimum 2:1 degree in any discipline and right to work in the UK",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.fca.org.uk/careers/early-careers",
   "fit": "strong",
   "notes": "From Antigravity Flash batch 1 (2026-10-10). Eligibility wording is collector's summary — verify exact requirements on employer page before applying.",
   "_collector": "agy"
  },
  {
   "company": "Computacenter",
   "program_or_role": "Business Management Graduate Programme",
   "sector": "tech",
   "track": "graduate_scheme",
   "location": "UK; assignment depends on business need",
   "deadline": "2026-11-30",
   "deadline_source": "employer_page",
   "start_date": "2027-09-06",
   "eligibility": "Recent graduate with a degree in any subject and any classification. Separate non-graduate route requires 2–3 years relevant experience.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://careers.computacenter.com/uk/Early-Careers-Business-Management-Graduate-Programme",
   "fit": "strong",
   "notes": "Graduate Service Manager route covering customer relationships, contracts and commercial service delivery. May close early. Key dates explicitly confirm 2027 despite an FAQ referring to a 2026 intake. [Employer programme](https://careers.computacenter.com/uk/Early-Careers-Business-Management-Graduate-Programme).",
   "_collector": "codex"
  },
  {
   "company": "Computacenter",
   "program_or_role": "Technology Sales Graduate Programme",
   "sector": "tech",
   "track": "graduate_scheme",
   "location": "London Blackfriars or Hatfield",
   "deadline": "2026-11-30",
   "deadline_source": "employer_page",
   "start_date": "2027-09-06",
   "eligibility": "Degree in any subject and any classification; interest in technology and customer-facing sales.",
   "salary": "Up to £35,000 OTE, reported on Cisco Talent Bridge; base salary unknown",
   "rotation": "yes",
   "apply_url": "https://careers.computacenter.com/uk/Early-Careers-technology-sales-graduate-programme",
   "fit": "strong",
   "notes": "16-month programme; may close early. OTE includes variable pay. This is a Computacenter role, not employment with Cisco. [Employer programme](https://careers.computacenter.com/uk/Early-Careers-technology-sales-graduate-programme); [salary listing](https://talentbridge.cisco.com/pt-br/job/technology-sales-graduate-programme-56653).",
   "_collector": "codex"
  },
  {
   "company": "Shell",
   "program_or_role": "Shell Graduate Programme 2027 — Commercial / Trading & Supply / Finance streams",
   "sector": "energy",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-12-15",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Business/finance/economics backgrounds welcomed alongside engineering/IT; express stream preference",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://www.efinancialcareers.co.uk/jobs-UK-London-Information__Digital_Technology_IDT_-_Shell_Graduate_Programme_2027_-_United_Kingdom.id24794474",
   "fit": "strong",
   "notes": "3-year graduate leadership programme with rotations. Commercial and Trading & Supply streams fit BASM; IDT stream is tech-focused. Deadline 15 Dec 2026, rolling — apply early.",
   "_collector": "muse"
  },
  {
   "company": "GXO Logistics",
   "program_or_role": "UK Graduate Programme 2027",
   "sector": "logistics",
   "track": "graduate_scheme",
   "location": "UK (600+ sites)",
   "deadline": "2027-02-28",
   "deadline_source": "employer_page",
   "start_date": "2027-09",
   "eligibility": "Graduate; site leadership rotations",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://jobs.gxo.com/go/UK-Graduates/9878300/",
   "fit": "watchlist",
   "notes": "Applications OPEN 2 Nov 2026, close 28 Feb 2027. Future intake — set reminder for early November.",
   "_collector": "muse"
  },
  {
   "company": "Admiral Group",
   "program_or_role": "Core Graduate Programme",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "unknown",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.admiraljobs.co.uk/early-careers-jobs",
   "fit": "watchlist",
   "notes": "From Antigravity Flash probe (2026-10-10). Verify 2027 intake open on employer page.",
   "_collector": "agy"
  },
  {
   "company": "Aldi UK",
   "program_or_role": "Area Manager Programme 2027",
   "sector": "retail",
   "track": "graduate_scheme",
   "location": "UK (regional)",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Graduate; regional windows close as positions fill",
   "salary": "£52,020 rising to £98,050 (year 8)",
   "rotation": "no",
   "apply_url": "https://www.aldirecruitment.co.uk/",
   "fit": "strong",
   "notes": "Highest-paying non-IB route on the board. Permanent from day one, company car. Apply to chosen region ASAP — regions close when filled.",
   "_collector": "muse"
  },
  {
   "company": "AlphaSights",
   "program_or_role": "Graduate Associate - Client Service",
   "sector": "research",
   "track": "graduate_scheme",
   "location": "London / UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Open to final-year students and graduates of any degree discipline (bachelor's degree required)",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.alphasights.com/careers",
   "fit": "watchlist",
   "notes": "From Antigravity Flash batch 2 (2026-10-10). Eligibility wording is collector boilerplate — verify exact requirements and deadlines on employer page. L.E.K./OW/Plural deadlines (21-25 Oct) are urgent if confirmed.",
   "_collector": "agy"
  },
  {
   "company": "American Express",
   "program_or_role": "Commercial & Business Graduate Programme",
   "sector": "fintech",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Bachelor's degree in any discipline graduating by 2027 and right to work in the UK",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://careers.americanexpress.com/",
   "fit": "strong",
   "notes": "From Antigravity Flash batch 1 (2026-10-10). Eligibility wording is collector's summary — verify exact requirements on employer page before applying.",
   "_collector": "agy"
  },
  {
   "company": "Aviva",
   "program_or_role": "Commercial Lines Graduate Scheme",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Degree in any discipline graduating by 2027 and right to work in the UK",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://careers.aviva.co.uk/",
   "fit": "strong",
   "notes": "From Antigravity Flash batch 1 (2026-10-10). Eligibility wording is collector's summary — verify exact requirements on employer page before applying.",
   "_collector": "agy"
  },
  {
   "company": "Bank of England",
   "program_or_role": "Graduate Development Programme",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Minimum 2:1 degree in any discipline and right to work in the UK",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.bankofengland.co.uk/careers/future-talent",
   "fit": "strong",
   "notes": "From Antigravity Flash batch 1 (2026-10-10). Eligibility wording is collector's summary — verify exact requirements on employer page before applying.",
   "_collector": "agy"
  },
  {
   "company": "Barclays",
   "program_or_role": "Corporate Banking Graduate Programme",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Minimum 2:1 degree in any discipline and right to work in the UK",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://search.jobs.barclays/",
   "fit": "strong",
   "notes": "From Antigravity Flash batch 1 (2026-10-10). Eligibility wording is collector's summary — verify exact requirements on employer page before applying.",
   "_collector": "agy"
  },
  {
   "company": "Booker (Tesco Group)",
   "program_or_role": "Graduate Scheme — Operations & Leadership / Category Manager",
   "sector": "retail",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "start_date": "2027-09-06",
   "eligibility": "Not specified in listing extract — verify on application page",
   "salary": "£32,000",
   "rotation": "yes",
   "apply_url": "https://targetjobs.co.uk/jobs/graduate-scheme-operations-leadership-245193",
   "fit": "strong",
   "notes": "Rotations: Supply Chain/Trade Planning/Insight, Buying. Real P&L-ish responsibility from day one. Part of Tesco Group.",
   "_collector": "muse"
  },
  {
   "company": "Deloitte UK",
   "program_or_role": "Graduate programmes 2027 — Advisory / Consulting / Technology (opened 5 Oct)",
   "sector": "big4",
   "track": "graduate_scheme",
   "location": "UK-wide",
   "deadline": "rolling",
   "deadline_source": "employer_page",
   "start_date": "2027-09",
   "eligibility": "Varies by business area",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.deloitte.com/uk/en/careers/early-careers/early-careers-application-timelines.html",
   "fit": "strong",
   "notes": "Advisory/Consulting/Technology/Enabling Functions opened 5 Oct 2026 per Deloitte timeline page. James already has a Belfast TST draft — note one-application constraints before adding.",
   "_collector": "muse"
  },
  {
   "company": "Gartner",
   "program_or_role": "Sales & Account Management Graduate Development Program",
   "sector": "research",
   "track": "graduate_scheme",
   "location": "London / UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Open to final-year students and graduates of any discipline (bachelor's degree required)",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://jobs.gartner.com",
   "fit": "watchlist",
   "notes": "From Antigravity Flash batch 2 (2026-10-10). Eligibility wording is collector boilerplate — verify exact requirements and deadlines on employer page. L.E.K./OW/Plural deadlines (21-25 Oct) are urgent if confirmed.",
   "_collector": "agy"
  },
  {
   "company": "Guidepoint",
   "program_or_role": "Associate, Client Service",
   "sector": "research",
   "track": "graduate_scheme",
   "location": "London / UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Open to final-year students and graduates of any degree discipline (bachelor's degree required)",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.guidepoint.com/careers",
   "fit": "watchlist",
   "notes": "From Antigravity Flash batch 2 (2026-10-10). Eligibility wording is collector boilerplate — verify exact requirements and deadlines on employer page. L.E.K./OW/Plural deadlines (21-25 Oct) are urgent if confirmed.",
   "_collector": "agy"
  },
  {
   "company": "KPMG UK",
   "program_or_role": "Graduate Programme 2027 (Audit / Consulting / Tax / Advisory / Technology / Risk)",
   "sector": "big4",
   "track": "graduate_scheme",
   "location": "UK-wide",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Final-year students and recent graduates; function-specific criteria vary",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.linkedin.com/posts/creers-international_kpmg-graduate-programme-2027-applications-activity-7494093936110657536-OLDk",
   "fit": "strong",
   "notes": "Applications open (announced ~1 week ago). Rolling — apply early per function. Verify chosen office/function on KPMG careers portal.",
   "_collector": "muse"
  },
  {
   "company": "Kroll",
   "program_or_role": "Graduate Analyst - Investigations, Diligence and Compliance",
   "sector": "research",
   "track": "graduate_scheme",
   "location": "London / UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Open to final-year students and graduates of any discipline (min 2:1 degree expected or achieved)",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://careers.kroll.com",
   "fit": "strong",
   "notes": "From Antigravity Flash batch 2 (2026-10-10). Eligibility wording is collector boilerplate — verify exact requirements and deadlines on employer page. L.E.K./OW/Plural deadlines (21-25 Oct) are urgent if confirmed.",
   "_collector": "agy"
  },
  {
   "company": "Mars",
   "program_or_role": "Mars Leadership Experience 2027 — General Management",
   "sector": "fmcg",
   "track": "graduate_scheme",
   "location": "UK (10 sites)",
   "deadline": "rolling",
   "deadline_source": "employer_page",
   "start_date": "2027-09",
   "eligibility": "All study backgrounds; degree within last 2 years; fluent English; internationally mobile",
   "salary": "£33,000 + £2,000 joining bonus",
   "rotation": "yes",
   "apply_url": "https://careers.mars.com/uk/en/leadership-experience",
   "fit": "strong",
   "notes": "VERIFIED OPEN on employer page (checked 10 Oct 2026). 3 x 12-month placements across Demand/Supply/Digital. Jan 2026 MSc fits recency rule.",
   "_collector": "muse"
  },
  {
   "company": "Mastercard",
   "program_or_role": "Launch Graduate Programme",
   "sector": "fintech",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Bachelor's or master's degree in any discipline graduating by 2027 and right to work in the UK",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.mastercard.com/news/careers/",
   "fit": "strong",
   "notes": "From Antigravity Flash batch 1 (2026-10-10). Eligibility wording is collector's summary — verify exact requirements on employer page before applying.",
   "_collector": "agy"
  },
  {
   "company": "NatWest Group",
   "program_or_role": "Commercial Banking Graduate Programme",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Minimum 2:1 degree in any discipline and right to work in the UK",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://jobs.natwestgroup.com/",
   "fit": "strong",
   "notes": "From Antigravity Flash batch 1 (2026-10-10). Eligibility wording is collector's summary — verify exact requirements on employer page before applying.",
   "_collector": "agy"
  },
  {
   "company": "PA Consulting",
   "program_or_role": "Graduate Consulting — Rotational Programme",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London; client travel",
   "deadline": "rolling",
   "deadline_source": "employer_page",
   "start_date": "October 2027",
   "eligibility": "Any degree subject. Numerical degree-classification requirement not published on the programme overview; check the individual vacancy. Security-clearance requirements may apply.",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://www.paconsulting.com/careers/early-careers/uk-graduate-programmes",
   "fit": "watchlist",
   "notes": "18-month programme covering consulting disciplines. Good subject alignment, but UK residence history and clearance need checking independently of right to work. [Employer programmes](https://www.paconsulting.com/careers/early-careers/uk-graduate-programmes); [intake and recruitment FAQ](https://www.paconsulting.com/careers/early-careers/early-careers-faqs).",
   "_collector": "codex"
  },
  {
   "company": "PA Consulting",
   "program_or_role": "Market & Consumer Insights Graduate Programme",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "rolling",
   "deadline_source": "employer_page",
   "start_date": "October 2027",
   "eligibility": "No particular degree subject specified on the overview. Numerical grade requirement unknown; confirm individual advert and any clearance conditions.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.paconsulting.com/careers/early-careers/uk-graduate-programmes",
   "fit": "watchlist",
   "notes": "Qualitative, quantitative and digital research; relevant to James's analytical background. [Employer programme](https://www.paconsulting.com/careers/early-careers/uk-graduate-programmes); [2027 intake FAQ](https://www.paconsulting.com/careers/early-careers/early-careers-faqs).",
   "_collector": "codex"
  },
  {
   "company": "PwC UK",
   "program_or_role": "Graduate schemes 2027 (Audit / Consulting / Tax / Deals)",
   "sector": "big4",
   "track": "graduate_scheme",
   "location": "UK-wide",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "eligibility": "Varies; generally low academic bar",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.pwc.co.uk/careers/early-careers.html",
   "fit": "strong",
   "notes": "Rolling; locations close as offers are accepted — apply within ~2 weeks of posting. Search PwC board by '2027' start season.",
   "_collector": "muse",
   "start_date": "2027-09"
  },
  {
   "company": "PwC UK",
   "program_or_role": "Advisory and Consulting Graduate Programme 2027",
   "sector": "big4",
   "track": "graduate_scheme",
   "location": "UK-wide",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Curiosity/problem-solving/data storytelling; function-specific criteria",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://higherin.com/jobs/44440/pwc/advisory-and-consulting-graduate-programme-2027",
   "fit": "strong",
   "notes": "Streams: Deals, Management Consulting, Technology Consulting, Workforce Consulting. Rolling — may close early.",
   "_collector": "muse"
  },
  {
   "apply_url": "https://www.reed.co.uk/jobs/junior-business-analyst/55469996",
   "company": "RT Recruitment (client: Central London consultancy)",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "eligibility": "Degree in Business/Economics/CS or related; Excel/PowerPoint; right to work in UK REQUIRED (James has it); internship experience desirable",
   "fit": "strong",
   "location": "London",
   "notes": "Junior Business Analyst via agency, posted 10 Sep. Requirements-gathering, market research, stakeholder work — direct BASM fit.",
   "program_or_role": "Junior Business Analyst",
   "rotation": "no",
   "salary": "unknown",
   "sector": "consulting",
   "start_date": "unknown",
   "track": "direct_entry",
   "_collector": "muse"
  },
  {
   "company": "S-RM",
   "program_or_role": "Corporate Intelligence Graduate Programme",
   "sector": "research",
   "track": "graduate_scheme",
   "location": "London / UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Open to final-year students and graduates of any degree discipline with strong qualitative research skills",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.s-rminform.com/careers",
   "fit": "strong",
   "notes": "From Antigravity Flash batch 2 (2026-10-10). Eligibility wording is collector boilerplate — verify exact requirements and deadlines on employer page. L.E.K./OW/Plural deadlines (21-25 Oct) are urgent if confirmed.",
   "_collector": "agy"
  },
  {
   "company": "Third Bridge",
   "program_or_role": "Client Services Associate Programme",
   "sector": "research",
   "track": "graduate_scheme",
   "location": "London / UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Open to final-year students and graduates of any degree discipline (bachelor's degree required)",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.thirdbridge.com/careers",
   "fit": "watchlist",
   "notes": "From Antigravity Flash batch 2 (2026-10-10). Eligibility wording is collector boilerplate — verify exact requirements and deadlines on employer page. L.E.K./OW/Plural deadlines (21-25 Oct) are urgent if confirmed.",
   "_collector": "agy"
  },
  {
   "apply_url": "https://www.totaljobs.com/jobs/graduate-business-analyst/in-london",
   "company": "VML",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "eligibility": "Foundational finance understanding; detail-oriented; recent graduate plausible",
   "fit": "strong",
   "location": "London",
   "notes": "Junior Commercial Analyst in Finance team, posted ~18h ago on totaljobs. Direct-entry commercial analysis at a global creative company.",
   "program_or_role": "Junior Commercial Analyst",
   "rotation": "no",
   "salary": "unknown",
   "sector": "other",
   "start_date": "unknown",
   "track": "direct_entry",
   "_collector": "muse"
  },
  {
   "apply_url": "https://www.milkround.com/jobs/business-analyst",
   "company": "Various (Milkround)",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "eligibility": "Varies per listing",
   "fit": "watchlist",
   "location": "UK-wide",
   "notes": "Graduate Product Owner (remote, £40k, posted 2 days ago) and Junior BA Bradford (£30–33k) seen 10 Oct. Milkround graduate-BA board is a good ongoing direct-entry source; individual listings need per-role checks.",
   "program_or_role": "Graduate/Junior Business Analyst board",
   "rotation": "unknown",
   "salary": "£30k–£40k typical",
   "sector": "tech",
   "start_date": "unknown",
   "track": "direct_entry",
   "_collector": "muse"
  },
  {
   "company": "Vestd",
   "program_or_role": "Customer Success Associate - UK",
   "sector": "fintech",
   "track": "direct_entry",
   "location": "UK-based, remote-first",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "start_date": "unknown",
   "eligibility": "SaaS background mandatory; at least two years supporting customer onboarding, implementation or lifecycle management. Must be UK-based with UK work rights. No numeric degree grade stated.",
   "salary": "GBP 30000-34000 per year in employer-provided LinkedIn range; plus equity",
   "rotation": "unknown",
   "apply_url": "https://uk.linkedin.com/jobs/view/customer-success-associate-uk-at-vestd-4472038779",
   "fit": "stretch",
   "notes": "Live employer-authored LinkedIn advert and employer careers listing checked 2026-10-10. Explicitly accepts rolling applications with no fixed end date. Two years of SaaS experience is a substantial gap for this candidate. [Advert](https://uk.linkedin.com/jobs/view/customer-success-associate-uk-at-vestd-4472038779).",
   "_collector": "codex"
  },
  {
   "company": "Wood Mackenzie",
   "program_or_role": "Graduate Development Programme - Research & Consulting",
   "sector": "research",
   "track": "graduate_scheme",
   "location": "London / UK",
   "deadline": "rolling",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "Open to final-year students and graduates of any degree discipline (min 2:1 degree expected or achieved)",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.woodmac.com/careers",
   "fit": "watchlist",
   "notes": "From Antigravity Flash batch 2 (2026-10-10). Eligibility wording is collector boilerplate — verify exact requirements and deadlines on employer page. L.E.K./OW/Plural deadlines (21-25 Oct) are urgent if confirmed.",
   "_collector": "agy"
  },
  {
   "company": "Airwallex",
   "program_or_role": "Sales Development Representative, EMEA",
   "sector": "fintech",
   "track": "direct_entry",
   "location": "London; three office days per week",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Minimum one year of SDR or related experience with demonstrated results. No numeric degree classification stated. James's qualifying sales experience is unconfirmed.",
   "salary": "Competitive salary, commission and equity; amounts not disclosed",
   "rotation": "unknown",
   "apply_url": "https://careers.airwallex.com/job/5aed702c-10e5-4dac-bf8d-d9ee3f8b351e/sales-development-representative-emea/",
   "fit": "stretch",
   "notes": "Live employer advert checked 2026-10-10. Full-time cross-border payments sales route. Mandarin may be commercially useful, but is not identified as a requirement in this advert. [Employer advert](https://careers.airwallex.com/job/5aed702c-10e5-4dac-bf8d-d9ee3f8b351e/sales-development-representative-emea/).",
   "_collector": "codex"
  },
  {
   "company": "AlphaSense",
   "program_or_role": "Customer Success Associate",
   "sector": "tech",
   "track": "direct_entry",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "At least one year of high-volume outreach or user support experience required. No numeric degree classification stated. Candidate's qualifying professional experience is unconfirmed.",
   "salary": "Not disclosed",
   "rotation": "unknown",
   "apply_url": "https://job-boards.greenhouse.io/alphasense/jobs/8600827002",
   "fit": "stretch",
   "notes": "Live employer application checked 2026-10-10. Market intelligence software combines research familiarity with customer engagement. Required experience makes this less accessible to a fresh graduate. [Employer advert](https://job-boards.greenhouse.io/alphasense/jobs/8600827002).",
   "_collector": "codex"
  },
  {
   "company": "BNP Paribas",
   "program_or_role": "London 2027 Graduate — Coverage — Global Banking",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; exact date unknown",
   "eligibility": "Graduating in 2027 or within the stated 2025–2027 graduate window. Strong academic background; no numerical classification specified. Related financial-services internship/work experience required.",
   "salary": "unknown",
   "rotation": "no",
   "apply_url": "https://group.bnpparibas/en/careers/job-offer/london-2027-graduate-coverage-global-banking",
   "fit": "stretch",
   "notes": "January 2026 MSc completion falls within the stated window, but relevant experience is not evidenced in James's profile. Only one BNP graduate application per academic year; duplicates are rejected. [Employer advert](https://group.bnpparibas/en/careers/job-offer/london-2027-graduate-coverage-global-banking).",
   "_collector": "codex"
  },
  {
   "company": "BNP Paribas",
   "program_or_role": "London 2027 Graduate — Capital Markets — Global Banking",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; exact date unknown",
   "eligibility": "Graduating in 2027 or within the stated 2025–2027 graduate window. Strong academic background without a numerical grade cutoff. Related financial-services internship/work experience required.",
   "salary": "unknown",
   "rotation": "no",
   "apply_url": "https://www.bnpparibas.co.uk/en/jobs/london-2027-graduate-capital-markets-global-banking/",
   "fit": "stretch",
   "notes": "Potential placements include debt/equity markets, lending and infrastructure finance. Competitive investment-banking route with an experience gap to resolve. One BNP graduate application only. [Employer advert](https://www.bnpparibas.co.uk/en/jobs/london-2027-graduate-capital-markets-global-banking/).",
   "_collector": "codex"
  },
  {
   "company": "BNP Paribas",
   "program_or_role": "London 2027 Graduate — M&A — Global Banking",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; exact date unknown",
   "eligibility": "Graduating in 2027 or within the stated 2025–2027 graduate window; 2:1 degree or equivalent required. Financial modelling or coding familiarity advantageous, not mandatory. James's grade is unconfirmed.",
   "salary": "unknown",
   "rotation": "no",
   "apply_url": "https://group.bnpparibas/en/careers/job-offer/london-2027-graduate-m-a-global-banking",
   "fit": "stretch",
   "notes": "Highly competitive valuation and transaction-execution route. Unlike Coverage/Capital Markets, this advert does not list previous financial-services experience as mandatory. Only one BNP graduate application. [Employer advert](https://group.bnpparibas/en/careers/job-offer/london-2027-graduate-m-a-global-banking).",
   "_collector": "codex"
  },
  {
   "company": "Bank of China",
   "program_or_role": "Associate Customer Service - Mandarin Speaking",
   "sector": "banking",
   "track": "direct_entry",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Finance, Economics or other relevant degree; English and Mandarin; advanced Excel and banking/regulatory awareness. Customer service, sales or marketing experience advantageous, banking/retail preferred. No numeric grade or minimum years stated.",
   "salary": "Not disclosed",
   "rotation": "unknown",
   "apply_url": "https://bankofchina.current-vacancies.com/Jobs/Advert/4295401?cid=3261&t=Associate-Customer-Service-Mandarin-Speaking",
   "fit": "strong",
   "notes": "Live employer application checked 2026-10-10. Full-time twelve-month contract. Business degree relevance and banking knowledge need demonstration. Employer date widgets render unusably, so no closing date inferred. [Employer advert](https://bankofchina.current-vacancies.com/Jobs/Advert/4295401?cid=3261&t=Associate-Customer-Service-Mandarin-Speaking).",
   "_collector": "codex"
  },
  {
   "company": "Bank of China",
   "program_or_role": "Associate Client Onboarding Operations - Mandarin Speaking",
   "sector": "banking",
   "track": "direct_entry",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Business, Finance, Accounting or related degree; English and Mandarin; Excel. Data-entry or operations experience required, preferably in banking/financial services. CDD/AML knowledge useful. No numeric grade or minimum years stated.",
   "salary": "Not disclosed",
   "rotation": "unknown",
   "apply_url": "https://bankofchina.current-vacancies.com/Jobs/Advert/4286059?cid=3261&t=Associate-Client-Onboarding-Operations-Mandarin-Speaking",
   "fit": "stretch",
   "notes": "Live employer application checked 2026-10-10. Permanent, full-time. Language and degree fit; qualifying operational experience remains unconfirmed. No reliable closing date displayed. [Employer advert](https://bankofchina.current-vacancies.com/Jobs/Advert/4286059?cid=3261&t=Associate-Client-Onboarding-Operations-Mandarin-Speaking).",
   "_collector": "codex"
  },
  {
   "company": "Bauer Media Outdoor",
   "program_or_role": "Trading Executive",
   "sector": "other",
   "track": "direct_entry",
   "location": "London; hybrid, three office days and two home days",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Entry-level commercial media trading; numeracy, analysis, client focus and coordination. No numeric degree classification or minimum years stated in accessible advert.",
   "salary": "GBP 30500 per year plus quarterly group commission",
   "rotation": "unknown",
   "apply_url": "https://simplify.jobs/p/fcd70441-9df4-45ba-997c-0a08a563f26c/Trading-Executive",
   "fit": "strong",
   "notes": "Current aggregator advert posted 2026-10-03 and checked 2026-10-10. Twelve-month fixed-term contract. Trading refers to advertising inventory/commercial transactions. [Advert](https://simplify.jobs/p/fcd70441-9df4-45ba-997c-0a08a563f26c/Trading-Executive).",
   "_collector": "codex"
  },
  {
   "company": "Brit Insurance",
   "program_or_role": "Graduate Underwriting Assistant Programme",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "unknown",
   "eligibility": "2:1 in any discipline; no insurance experience required; ACII study support",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.grb.uk.com/graduate-jobs/brit-insurance-graduate-underwriting-assistant-programme-london-36792/",
   "fit": "watchlist",
   "notes": "Listing text references Sep 2026 start — may be stale (page 348 days old). Verify whether a 2027 intake exists before applying.",
   "_collector": "muse"
  },
  {
   "company": "British Airways",
   "program_or_role": "Graduate schemes 2027 (Future Leader / Commercial / Finance / Planning & Supply Chain)",
   "sector": "aviation",
   "track": "graduate_scheme",
   "location": "London (Waterside)",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Varies by scheme; Engineering Business accepts 2:2 any subject (verified earlier); others typically 2:1",
   "salary": "£25k–£35k typical; Engineering Business £33k",
   "rotation": "yes",
   "apply_url": "https://careers.ba.com/en/graduates-bps-and-interns",
   "fit": "watchlist",
   "notes": "Applications open Autumn 2026 for 2027 starts per third-party guide; join talent pool. Verify live vacancy weekly. Final stages in person at Waterside.",
   "_collector": "muse"
  },
  {
   "company": "Capgemini Invent",
   "program_or_role": "Accelerate — Business Technology Pathway",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "UK; specific vacancy location to be confirmed",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "August, September or November 2027",
   "eligibility": "Completed graduates can apply for later 2027 starts. Numerical grade requirement not stated on the pathway page; individual role and clearance criteria require checking.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.capgemini.com/gb-en/careers/career-paths/careers-at-capgemini-invent/accelerate-programme/business-technology-accelerate-programme-pathway/",
   "fit": "watchlist",
   "notes": "Later-start applications open 15 October 2026. Target Digital Business Analyst or strategy/change roles. February–June 2027 window closed 9 October; that deadline does not apply to later starts. [Employer pathway](https://www.capgemini.com/gb-en/careers/career-paths/careers-at-capgemini-invent/accelerate-programme/business-technology-accelerate-programme-pathway/).",
   "_collector": "codex"
  },
  {
   "company": "Capgemini Invent",
   "program_or_role": "Accelerate — Intelligent Industry Pathway",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "UK; specific vacancy location to be confirmed",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "Later 2027 intake",
   "eligibility": "Individual consulting specialism requirements and degree-classification cutoff unverified. Select business/operations specialisms rather than engineering roles.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.capgemini.com/gb-en/careers/career-paths/careers-at-capgemini-invent/accelerate-programme/intelligent-industry-accelerate-programme-pathway/",
   "fit": "watchlist",
   "notes": "Announced 2027 pathway; later-start recruitment opens 15 October 2026. Earlier February–June application window has closed. [Employer pathway](https://www.capgemini.com/gb-en/careers/career-paths/careers-at-capgemini-invent/accelerate-programme/intelligent-industry-accelerate-programme-pathway/).",
   "_collector": "codex"
  },
  {
   "company": "Capgemini Invent",
   "program_or_role": "Accelerate — Enterprise Data & Analytics Pathway",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "UK; specific vacancy location to be confirmed",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "Later 2027 intake",
   "eligibility": "Grade and technical requirements depend on the vacancy and remain unverified. Stata/SAS experience does not establish eligibility for specialisms requiring other programming tools.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.capgemini.com/gb-en/careers/career-paths/careers-at-capgemini-invent/accelerate-programme/enterprise-data-and-analytics-pathway/",
   "fit": "watchlist",
   "notes": "Consider business-facing data strategy and analytics consulting specialisms. Later-start recruitment opens 15 October 2026. [Employer pathway](https://www.capgemini.com/gb-en/careers/career-paths/careers-at-capgemini-invent/accelerate-programme/enterprise-data-and-analytics-pathway/).",
   "_collector": "codex"
  },
  {
   "company": "Cisco",
   "program_or_role": "Associate Sales Representative — Cisco Sales Associates Programme",
   "sector": "tech",
   "track": "graduate_scheme",
   "location": "London — Bedfont Lakes",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "Target 2027-03-01",
   "eligibility": "Detailed degree, classification and graduation-window criteria unverified.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://cisco.wd5.myworkdayjobs.com/en-US/Cisco_Careers/job/Associate-Sales-Representative---CSAP---London--UK_2018553",
   "fit": "watchlist",
   "notes": "12-month sales development programme. Advert describes a potential opportunity and warns the exact vacancy may not currently be open; treat as a talent pipeline. [Employer advert](https://cisco.wd5.myworkdayjobs.com/en-US/Cisco_Careers/job/Associate-Sales-Representative---CSAP---London--UK_2018553).",
   "_collector": "codex"
  },
  {
   "company": "Codan Limited / DTC",
   "program_or_role": "Sales Operations Coordinator",
   "sector": "manufacturing",
   "track": "direct_entry",
   "location": "Whiteley, Hampshire",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Excel, data accuracy, systems aptitude and commercial coordination. Salesforce/ERP familiarity relevant. Qualifications vary with career path, experience and technical skills; no fixed degree grade or minimum years stated.",
   "salary": "Not disclosed",
   "rotation": "unknown",
   "apply_url": "https://careers.codan.com.au/job/Whiteley-Sales-Operations-Coordinator-Unit/1360549466/",
   "fit": "strong",
   "notes": "Live employer advert dated 2026-10-06. Non-obvious commercial operations route in communications technology. Confirm Excel and CRM capability rather than assuming it from Stata/SAS. [Employer advert](https://careers.codan.com.au/job/Whiteley-Sales-Operations-Coordinator-Unit/1360549466/).",
   "_collector": "codex"
  },
  {
   "company": "Defence employer (via targetjobs)",
   "program_or_role": "Procurement and Supply Chain Management Graduate Programme (Sep 2027)",
   "sector": "manufacturing",
   "track": "graduate_scheme",
   "location": "Plymouth / Bristol / Warrington / Rosyth",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Bachelor's or master's + interest in procurement/SCM; MUST be able to obtain BPSS + SC security clearance",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://targetjobs.co.uk/jobs/procurement-and-supply-chain-management-graduate-programme-240463",
   "fit": "watchlist",
   "notes": "CAUTION: SC clearance typically requires UK residency/nationality criteria — BNO/Taiwan passport may not satisfy. Verify eligibility before investing time. One application only.",
   "_collector": "muse"
  },
  {
   "company": "Ebury",
   "program_or_role": "FX Sales Associate / Business Developer",
   "sector": "fintech",
   "track": "direct_entry",
   "location": "London Victoria; office-based five days per week",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Recent graduate; desire or experience in B2B sales/client-facing work. No prior FX experience required. Strong business English and interest in financial markets/global trade. No numeric grade stated.",
   "salary": "Base salary not disclosed; uncapped commission",
   "rotation": "unknown",
   "apply_url": "https://job-boards.eu.greenhouse.io/ebury/jobs/4999932101",
   "fit": "strong",
   "notes": "Current employer application verified 2026-10-10. Cross-border payments route with training; primarily outbound sales rather than analysis. An older LinkedIn advert redirects as expired, but this employer vacancy is live. [Employer advert](https://job-boards.eu.greenhouse.io/ebury/jobs/4999932101).",
   "_collector": "codex"
  },
  {
   "company": "Fisher Investments",
   "program_or_role": "Client Account Coordinator",
   "sector": "banking",
   "track": "direct_entry",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Entry-level client service/account coordination route open to different degree subjects; finance degree not required. No numeric degree classification identified in accessible advert.",
   "salary": "Competitive; amount not disclosed",
   "rotation": "unknown",
   "apply_url": "https://www.fishercareers.com/job/london/client-account-coordinator/38252/101274407040",
   "fit": "strong",
   "notes": "Live employer advert checked 2026-10-10. Full-time investment management operations/client service route. Confirm complete qualification wording during application. [Employer advert](https://www.fishercareers.com/job/london/client-account-coordinator/38252/101274407040).",
   "_collector": "codex"
  },
  {
   "company": "Focaldata",
   "program_or_role": "Graduate/Research Executive - FTC 12 months",
   "sector": "research",
   "track": "direct_entry",
   "location": "London; office attendance Monday-Thursday",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Social sciences degree preferred; other backgrounds welcome. No market research experience needed. Data, survey or research projects are a bonus. No numeric degree classification stated.",
   "salary": "GBP 30000-35000 per year",
   "rotation": "unknown",
   "apply_url": "https://www.justlondonjobs.com/jobs/graduateresearch-executive-ftc-12-months-500859",
   "fit": "strong",
   "notes": "Current aggregator advert checked 2026-10-10, linking onward to employer application. Twelve-month contract starts in Data Services with potential exposure to other teams. Permanent conversion not promised. [Advert](https://www.justlondonjobs.com/jobs/graduateresearch-executive-ftc-12-months-500859).",
   "_collector": "codex"
  },
  {
   "company": "Forvis Mazars",
   "program_or_role": "Audit Graduate Trainee — 2027 intake",
   "sector": "big4",
   "track": "graduate_scheme",
   "location": "UK offices; individual 2027 vacancy to be selected",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027-09-06",
   "eligibility": "Achieved/predicted 2:1 degree or equivalent; GCSE Maths and English Language grade 4/C or equivalent; minimum 112 UCAS points from top three recognised Level 3 qualifications. Mitigating circumstances considered. No restriction on when education was completed.",
   "salary": "Competitive; amount disclosed with offer",
   "rotation": "unknown",
   "apply_url": "https://careers-uk.forvismazars.com/early-careers/",
   "fit": "watchlist",
   "notes": "2027 recruitment announced for October 2026; exact audit vacancy not verified. Grade and Taiwanese qualification equivalence unresolved. One early-careers application per academic year. [Employer early careers](https://careers-uk.forvismazars.com/early-careers/); [eligibility and start-date FAQ](https://careers-uk.forvismazars.com/faqs/).",
   "_collector": "codex"
  },
  {
   "company": "Grant Thornton",
   "program_or_role": "Business Risk Services Core Graduate Programme — Autumn 2027",
   "sector": "big4",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "Autumn 2027",
   "eligibility": "Employer states a flexible approach to academic entry requirements; no numerical degree-classification cutoff stated in this advert. Professional-study commitment required.",
   "salary": "£40,000 plus £5,000 milestone bonus: half on joining, half after qualification",
   "rotation": "yes",
   "apply_url": "https://www.grantthornton.co.uk/careers/early-careers-job-search/business-risk-services-core-graduate-programme-autumn-2027---london_trn27_231/",
   "fit": "strong",
   "notes": "Permanent graduate role. Cross-advisory rotations are an opportunity, rather than a guaranteed fixed schedule. [Employer advert](https://www.grantthornton.co.uk/careers/early-careers-job-search/business-risk-services-core-graduate-programme-autumn-2027---london_trn27_231/).",
   "_collector": "codex"
  },
  {
   "company": "Grant Thornton",
   "program_or_role": "Counter Fraud Graduate Programme — Autumn 2027",
   "sector": "big4",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "Autumn 2027",
   "eligibility": "Employer states flexible academic entry requirements; no numerical degree-classification cutoff stated in this advert. Analytical judgement, communication and professional-study commitment required.",
   "salary": "£40,000 plus £5,000 milestone bonus: half on joining, half after qualification",
   "rotation": "yes",
   "apply_url": "https://www.grantthornton.co.uk/careers/early-careers-job-search/counter-fraud-graduate-programme-autumn-2027---london_trn27_235/",
   "fit": "strong",
   "notes": "Permanent graduate role with potential rotations across advisory. Relevant to investigative analysis and business-risk work. [Employer advert](https://www.grantthornton.co.uk/careers/early-careers-job-search/counter-fraud-graduate-programme-autumn-2027---london_trn27_235/).",
   "_collector": "codex"
  },
  {
   "company": "Heathrow",
   "program_or_role": "Rotational Graduate Leadership Development Programme 2027",
   "sector": "aviation",
   "track": "graduate_scheme",
   "location": "Heathrow Airport, London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "September 2027",
   "eligibility": "2027 degree-subject, grade and graduation-window requirements not yet verified.",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://www.heathrow.com/company/careers/early-careers/graduate-programme-application-process",
   "fit": "watchlist",
   "notes": "18 months with three six-month placements. Employer confirms October 2026 recruitment opening. The 19 October registration cutoff is not a verified application deadline. [Employer application process](https://www.heathrow.com/company/careers/early-careers/graduate-programme-application-process).",
   "_collector": "codex"
  },
  {
   "company": "JLR",
   "program_or_role": "Project Management Graduate Programme — 2027 intake",
   "sector": "manufacturing",
   "track": "graduate_scheme",
   "location": "West Midlands; multiple sites",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "September 2027",
   "eligibility": "Current pathway page specifies at least 2:2 in any discipline and intermediate technical literacy. Reconfirm for 2027 because detailed page retains 2026 text. No sponsorship.",
   "salary": "£32,000 plus £2,000 joining bonus",
   "rotation": "unknown",
   "apply_url": "https://careers.jlr.com/early-careers/graduates/graduate-project-management",
   "fit": "watchlist",
   "notes": "2027 hub says applications open January 2027. Two-year programme; James's grade unconfirmed. [2027 employer hub](https://careers.jlr.com/early-careers/graduates); [pathway criteria](https://careers.jlr.com/early-careers/graduates/graduate-project-management).",
   "_collector": "codex"
  },
  {
   "company": "JLR",
   "program_or_role": "Data Analytics Cross-Functional Graduate Programme — Commercial focus, 2027 intake",
   "sector": "manufacturing",
   "track": "graduate_scheme",
   "location": "Whitley / Gaydon",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "September 2027",
   "eligibility": "Current pathway specifies at least 2:2 in any discipline. Reconfirm 2027 requirements and technical expectations; detailed page retains 2026 text. No sponsorship.",
   "salary": "£32,000 plus £2,000 joining bonus",
   "rotation": "unknown",
   "apply_url": "https://careers.jlr.com/early-careers/graduates/graduate-data-analytics-cross-functional",
   "fit": "watchlist",
   "notes": "Target Commercial/customer analytics, avoiding software-engineering specialisms. Applications open January 2027 according to [employer hub](https://careers.jlr.com/early-careers/graduates); [pathway details](https://careers.jlr.com/early-careers/graduates/graduate-data-analytics-cross-functional).",
   "_collector": "codex"
  },
  {
   "company": "Liberty Blume / Liberty Global",
   "program_or_role": "Business Solutions Graduate",
   "sector": "tech",
   "track": "graduate_scheme",
   "location": "Bradford",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "September 2027",
   "eligibility": "Graduate with an analytical approach and operations interest. Employer prioritises qualities over specific qualifications; no numerical degree-classification requirement stated.",
   "salary": "Competitive; amount unknown",
   "rotation": "yes",
   "apply_url": "https://www.libertyglobal.com/careers/vacancy/liberty-blume-business-solutions-graduate-req_00038708/",
   "fit": "strong",
   "notes": "Two years across three teams, including accounting/HR/legal operations and technology-enabled transformation; funded technology-related postgraduate qualification. January 2027 assessment centre. [Employer advert](https://www.libertyglobal.com/careers/vacancy/liberty-blume-business-solutions-graduate-req_00038708/).",
   "_collector": "codex"
  },
  {
   "company": "Lidl GB",
   "program_or_role": "Buying Graduate Programme 2027",
   "sector": "retail",
   "track": "graduate_scheme",
   "location": "Tolworth / Surbiton, London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; Gradcracker reports September",
   "eligibility": "Achieved 2:2 or higher in a bachelor's degree; full-time UK right to work; full UK driving licence by 2027-02-01; commute/relocate to Tolworth. German desirable, not essential. Bachelor's grade unconfirmed.",
   "salary": "£40,000 annual rate plus 10% non-contractual London weighting",
   "rotation": "yes",
   "apply_url": "https://careers.lidl.co.uk/jobs/buying-graduate-programme-london-750786",
   "fit": "strong",
   "notes": "23-month fixed-term programme. Employer page does not expose a deadline; Gradcracker says 26 October while Bright Network says rolling, so deadline remains unknown. [Employer advert](https://careers.lidl.co.uk/jobs/buying-graduate-programme-london-750786); [Gradcracker dates](https://www.gradcracker.com/hub/447/lidl/search/engineering-graduate-jobs).",
   "_collector": "codex"
  },
  {
   "company": "Lidl GB",
   "program_or_role": "Procurement Graduate Programme 2027",
   "sector": "retail",
   "track": "graduate_scheme",
   "location": "Tolworth, London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; Gradcracker reports September",
   "eligibility": "Published listings specify bachelor's 2:2 or above and a full UK driving licence by 2027-02-01. UK work rights and commute/relocation required; verify full employer advert.",
   "salary": "£40,000 annual rate plus 10% London weighting",
   "rotation": "unknown",
   "apply_url": "https://careers.lidl.co.uk/early-careers/head-office",
   "fit": "strong",
   "notes": "Confirmed open 2027 procurement programme. Aggregators disagree between 26 October and rolling; no employer deadline verified. [Employer hub](https://careers.lidl.co.uk/early-careers/head-office); [Gradcracker](https://www.gradcracker.com/hub/447/lidl/search/engineering-graduate-jobs); [Bright Network](https://www.brightnetwork.co.uk/graduate-employer-company/lidl/).",
   "_collector": "codex"
  },
  {
   "company": "Lloyds Banking Group",
   "program_or_role": "Product and Partnerships Graduate Scheme 2027",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "Manchester & Chester / Bristol & Cardiff / Leeds & Halifax / Edinburgh (4 Apply Now links)",
   "deadline": "2026-11-08",
   "deadline_source": "employer_page",
   "start_date": "2027-09",
   "eligibility": "No minimum grade per Lloyds pattern (verify on scheme page); UK right to work",
   "salary": "£42,000",
   "rotation": "yes",
   "apply_url": "https://www.lloydsbankinggrouptalent.com/our-opportunities/graduates/product-and-partnerships-graduate-scheme/",
   "fit": "strong",
   "notes": "Verified OPEN 11 Oct 2026 on Lloyds talent site: 'Applications for our Product and Partnerships Graduate Scheme open on 10th September and will close on 8th Nov.' 2-year scheme, 3 placements (Product & Platform, Customer Propositions & Digital Journeys, Strategic Partnerships incl. JLR), hybrid min 2 office days/week. Early-closure warning applies. NOTE: Lloyds talent hub also lists these schemes as Available today — Audit, Compliance, Customer Journey Management, Data Science, Digital Business Product, Finance, Retail Banking, Software Engineering, Technology Engineering, Transformation (Business & Commercial Banking already closed 11 Oct). Verify individual deadlines before applying.",
   "_collector": "muse"
  },
  {
   "company": "Marks & Spencer",
   "program_or_role": "Fashion, Home & Beauty Graduate Programme — Supply Chain and Logistics",
   "sector": "retail",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Any degree completed by Sep 2027; analytical problem-solver",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://targetjobs.co.uk/jobs/fashion-home-beauty-graduate-programme-supply-chain-and-logistics-248051",
   "fit": "strong",
   "notes": "Leads to permanent logistics leadership roles. Verify deadline on M&S careers page.",
   "_collector": "muse"
  },
  {
   "company": "Munich Re Specialty - Global Markets",
   "program_or_role": "Underwriting Assistant",
   "sector": "insurance",
   "track": "direct_entry",
   "location": "London; hybrid",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Analytical ability, accuracy, curiosity and willingness to learn. Prior insurance knowledge explicitly not essential, although advantageous. No numeric degree grade or minimum experience stated.",
   "salary": "Not disclosed",
   "rotation": "unknown",
   "apply_url": "https://careerstore.munichre.com/job/London-Underwriting-Assistant-LND/1370522455/",
   "fit": "strong",
   "notes": "Live employer advert checked 2026-10-10, job 14408. Regular full-time role. Strong non-obvious insurance entry point using research and analytical skills. [Employer advert](https://careerstore.munichre.com/job/London-Underwriting-Assistant-LND/1370522455/).",
   "_collector": "codex"
  },
  {
   "company": "National Grid",
   "program_or_role": "Business Services Graduate Programmes — 2027 intake",
   "sector": "energy",
   "track": "graduate_scheme",
   "location": "UK; individual vacancy locations awaiting publication",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "September 2027",
   "eligibility": "Degree subject and classification depend on the vacancy; 2027 requirements unverified.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://jobs.nationalgrid.com/uk/early-careers/graduate-programmes/",
   "fit": "watchlist",
   "notes": "Employer announces autumn recruitment for September 2027. Business Services covers areas such as analysis, finance, procurement, HR, projects and regulation; individual openings not yet verified. [Employer graduate hub](https://jobs.nationalgrid.com/uk/early-careers/graduate-programmes/).",
   "_collector": "codex"
  },
  {
   "company": "Nestlé UK",
   "program_or_role": "Graduate schemes 2027 (various)",
   "sector": "fmcg",
   "track": "graduate_scheme",
   "location": "UK",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Potential-based; not grades-focused per Bright Network profile",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.brightnetwork.co.uk/graduate-employer-company/nestle/",
   "fit": "watchlist",
   "notes": "Graduate opportunities OPENING 2 Nov 2026 per Bright Network. Check back then. (MENA NesTalent intake is a different region — ignore.)",
   "_collector": "muse"
  },
  {
   "company": "Newton",
   "program_or_role": "Graduate Consultant",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "UK-wide client assignments; induction in Oxfordshire",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; exact date unknown",
   "eligibility": "All degree disciplines and recent graduates considered. Published recruitment profile specifies AAB at A-level or equivalent, approximately 136 UCAS points. Numerical degree-classification requirement unverified.",
   "salary": "£48,000 plus £2,500 joining bonus, reported in the 2027 recruitment profile",
   "rotation": "unknown",
   "apply_url": "https://newtonimpact.com/careers/early-careers/graduate-consultant-role/",
   "fit": "watchlist",
   "notes": "Strong business-analysis alignment; substantial client travel. Exact live application status and deadline need confirmation. [Employer early careers](https://newtonimpact.com/careers/early-careers-hub/internships/); [2027 recruitment profile](https://digital.top100graduateemployers.com/view/145552114/142/).",
   "_collector": "codex"
  },
  {
   "company": "PingPong Digital",
   "program_or_role": "Junior Account Executive",
   "sector": "other",
   "track": "direct_entry",
   "location": "London; hybrid",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Business/Marketing/related bachelor's degree or equivalent practical experience. English and Mandarin proficiency required. Recent graduates and first-job applicants welcome; university projects can demonstrate marketing/client exposure. No numeric grade stated.",
   "salary": "GBP 25000-30000 per year on Indeed company listing",
   "rotation": "unknown",
   "apply_url": "https://www.jobijoba.co.uk/detail/92/377f1cb41587594e08b1d1d8c4580518",
   "fit": "strong",
   "notes": "Current aggregator advert and Indeed company vacancy checked 2026-10-10. Chinese digital marketing agency, distinct from PingPong Payments. Cross-border/higher-education marketing; demonstrate digital platform and AI-tool literacy. [Advert](https://www.jobijoba.co.uk/detail/92/377f1cb41587594e08b1d1d8c4580518), [Indeed listing](https://uk.indeed.com/cmp/Pingpong-Digital).",
   "_collector": "codex"
  },
  {
   "company": "Premier Foods",
   "program_or_role": "Commercial Graduate Programme 2027",
   "sector": "fmcg",
   "track": "graduate_scheme",
   "location": "UK; 2027 vacancy locations awaiting publication",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; exact date unknown",
   "eligibility": "Relevant degree and UK right to work. UK driving licence required for Commercial. Numerical classification and graduation-window requirements not published on the overview.",
   "salary": "£30,000",
   "rotation": "yes",
   "apply_url": "https://careers.premierfoods.co.uk/content/Graduates/",
   "fit": "watchlist",
   "notes": "2027 recruitment announced as opening soon. Two-year programme; confirm licence and final advert criteria. [Employer graduate page](https://careers.premierfoods.co.uk/content/Graduates/).",
   "_collector": "codex"
  },
  {
   "company": "Premier Foods",
   "program_or_role": "Marketing Graduate Programme 2027",
   "sector": "fmcg",
   "track": "graduate_scheme",
   "location": "UK; locations awaiting publication",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; exact date unknown",
   "eligibility": "Relevant degree and UK right to work; numerical classification and graduation-window requirements unverified.",
   "salary": "£30,000",
   "rotation": "yes",
   "apply_url": "https://careers.premierfoods.co.uk/content/Graduates/",
   "fit": "watchlist",
   "notes": "Announced 2027 programme; applications opening soon. [Employer page](https://careers.premierfoods.co.uk/content/Graduates/).",
   "_collector": "codex"
  },
  {
   "company": "Premier Foods",
   "program_or_role": "Procurement Graduate Programme 2027",
   "sector": "fmcg",
   "track": "graduate_scheme",
   "location": "UK; locations awaiting publication",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; exact date unknown",
   "eligibility": "Relevant degree and UK right to work; numerical classification and graduation-window requirements unverified.",
   "salary": "£30,000",
   "rotation": "yes",
   "apply_url": "https://careers.premierfoods.co.uk/content/Graduates/",
   "fit": "watchlist",
   "notes": "Announced 2027 programme; applications opening soon. [Employer page](https://careers.premierfoods.co.uk/content/Graduates/).",
   "_collector": "codex"
  },
  {
   "company": "Premier Foods",
   "program_or_role": "Finance Graduate Programme 2027",
   "sector": "fmcg",
   "track": "graduate_scheme",
   "location": "UK; locations awaiting publication",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; exact date unknown",
   "eligibility": "Relevant degree and UK right to work; numerical classification and graduation-window requirements unverified.",
   "salary": "£30,000",
   "rotation": "yes",
   "apply_url": "https://careers.premierfoods.co.uk/content/Graduates/",
   "fit": "watchlist",
   "notes": "Announced 2027 programme; applications opening soon. [Employer page](https://careers.premierfoods.co.uk/content/Graduates/).",
   "_collector": "codex"
  },
  {
   "company": "Prospects (sector note)",
   "program_or_role": "Airline commercial/finance/IT graduate schemes — Aer Lingus, Ryanair, Virgin Atlantic, TUI",
   "sector": "aviation",
   "track": "graduate_scheme",
   "location": "UK/Ireland",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Varies",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.prospects.ac.uk/careers-advice/getting-a-job/graduate-schemes/",
   "fit": "watchlist",
   "notes": "Prospects lists Aer Lingus, BA, easyJet, Ryanair, Virgin Atlantic as offering commercial/finance/IT airline grad schemes. Individual employer pages need checking.",
   "_collector": "muse"
  },
  {
   "company": "RSM UK",
   "program_or_role": "Audit Graduate — Bristol — September 2027",
   "sector": "big4",
   "track": "graduate_scheme",
   "location": "Bristol",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027-09-14",
   "eligibility": "Honours degree, obtained or predicted; no numerical classification specified. 112 UCAS points from three A-levels/equivalent, or 104 from four Scottish Highers/Irish Higher Leaving Certificate. General Studies, AS and EPQ excluded. Existing permanent UK right to live/work required.",
   "salary": "unknown",
   "rotation": "no",
   "apply_url": "https://www.rsmuk.com/careers/jobs/ec178",
   "fit": "watchlist",
   "notes": "Confirm Taiwanese school-qualification equivalence and interpretation of permanent work rights for BNO status. Mandatory start date and client travel. [Employer advert](https://www.rsmuk.com/careers/jobs/ec178).",
   "_collector": "codex"
  },
  {
   "company": "Sainsbury's",
   "program_or_role": "FutureMaker Graduate Programme — 2027 cohort",
   "sector": "retail",
   "track": "graduate_scheme",
   "location": "UK; exact locations unknown",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; exact date unknown",
   "eligibility": "2027 degree-subject, classification and graduation-window requirements not yet published in the announcement.",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://www.sainsburys.jobs/teams/early-careers/",
   "fit": "watchlist",
   "notes": "2027 recruitment opens February 2027. Two-year programme with three rotations spanning commercial/customer work and digital, data or transformation exposure. [Employer announcement](https://corporate.sainsburys.co.uk/news/press-releases/sainsburys-welcomes-first-cohort-of-futuremaker-graduates/).",
   "_collector": "codex"
  },
  {
   "company": "Schroders",
   "program_or_role": "Finance Graduate 2027",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027-09-16",
   "eligibility": "2027 graduates or recent graduates; honours degree or equivalent in any subject. No numerical classification cutoff stated. Mathematics A-level or STEM background preferable, not essential.",
   "salary": "£45,000",
   "rotation": "yes",
   "apply_url": "https://schroders.voyse.io/en/jobs/finance-graduate-2027",
   "fit": "strong",
   "notes": "Finance placements and professional accounting qualification. Recent-graduate wording supports considering January 2026 completion, subject to employer interpretation. [Employer advert](https://schroders.voyse.io/en/jobs/finance-graduate-2027).",
   "_collector": "codex"
  },
  {
   "company": "Schroders",
   "program_or_role": "People and Culture Graduate 2027",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027-09-16",
   "eligibility": "2027 graduates or recent graduates; honours degree or equivalent in any subject. No numerical classification cutoff stated. Working knowledge of Word, Excel and PowerPoint.",
   "salary": "£45,000",
   "rotation": "yes",
   "apply_url": "https://schroders.voyse.io/en/jobs/people-and-culture-graduate-2027",
   "fit": "strong",
   "notes": "Two-year programme with placements across the people function. [Employer advert](https://schroders.voyse.io/en/jobs/people-and-culture-graduate-2027).",
   "_collector": "codex"
  },
  {
   "company": "Schroders / Cazenove Capital",
   "program_or_role": "Wealth Management — Portfolio Management Graduate 2027",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027-09-16",
   "eligibility": "2027 graduates or recent graduates; honours degree or equivalent in any subject. No numerical classification cutoff stated. Numerical ability, client communication and Office skills required.",
   "salary": "£50,000",
   "rotation": "unknown",
   "apply_url": "https://schroders.voyse.io/en/jobs/wealth-management-portfolio-management-graduate-2027",
   "fit": "stretch",
   "notes": "Two-year wealth trainee programme with IAD and potential Chartered Wealth Manager qualification. Private-client team placement; guaranteed rotations not stated. [Employer advert](https://schroders.voyse.io/en/jobs/wealth-management-portfolio-management-graduate-2027).",
   "_collector": "codex"
  },
  {
   "company": "THG Ingenuity",
   "program_or_role": "Graduate Ecommerce Executive",
   "sector": "tech",
   "track": "direct_entry",
   "location": "Manchester",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Graduate entry route; data literacy, GA4, commercial awareness and proven stakeholder/client relationships expected. No minimum years or numeric degree classification stated.",
   "salary": "Not disclosed",
   "rotation": "unknown",
   "apply_url": "https://job-boards.eu.greenhouse.io/thgingenuity/jobs/4984062101",
   "fit": "stretch",
   "notes": "Live employer advert checked 2026-10-10. Ecommerce trading and client account work are relevant non-obvious paths. GA4 knowledge and evidence of stakeholder relationships remain unconfirmed. [Employer advert](https://job-boards.eu.greenhouse.io/thgingenuity/jobs/4984062101).",
   "_collector": "codex"
  },
  {
   "company": "THG Ingenuity",
   "program_or_role": "SEO Executive - Graduate / Junior",
   "sector": "tech",
   "track": "direct_entry",
   "location": "Manchester",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Recent graduate/junior applicant. Foundational technical, on-page and off-page SEO knowledge required; Excel and PowerPoint. GA4/Search Console desirable. No numeric grade or minimum years stated.",
   "salary": "Not disclosed",
   "rotation": "unknown",
   "apply_url": "https://job-boards.eu.greenhouse.io/thgingenuity/jobs/4986843101",
   "fit": "stretch",
   "notes": "Live employer advert checked 2026-10-10. Analytical ecommerce marketing route, conditional on demonstrating SEO knowledge absent from the supplied candidate profile. [Employer advert](https://job-boards.eu.greenhouse.io/thgingenuity/jobs/4986843101).",
   "_collector": "codex"
  },
  {
   "company": "THG Ingenuity",
   "program_or_role": "Fixed Term - Customer Operations Advisor",
   "sector": "tech",
   "track": "direct_entry",
   "location": "Northwich; office-based",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2 November or 9 November; year not stated in advert",
   "eligibility": "Communication, accuracy and willingness to learn. No minimum experience or degree grade stated. Employer cannot sponsor; James's existing BNO work rights address that restriction.",
   "salary": "Not disclosed",
   "rotation": "unknown",
   "apply_url": "https://job-boards.eu.greenhouse.io/thgingenuity/jobs/4975390101",
   "fit": "watchlist",
   "notes": "Live employer advert checked 2026-10-10. Full-time but only 3-6 months; Monday-Friday 08:00-16:00 plus one weekend in four. Useful operations experience, with limited contract duration. [Employer advert](https://job-boards.eu.greenhouse.io/thgingenuity/jobs/4975390101).",
   "_collector": "codex"
  },
  {
   "company": "THG Ingenuity",
   "program_or_role": "Fixed Term - Carrier Logistic Executive",
   "sector": "logistics",
   "track": "direct_entry",
   "location": "Northwich; office-based",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2 November or 9 November; year not stated in advert",
   "eligibility": "Communication, attention to detail and willingness to learn; training provided. No minimum experience or degree grade stated. Existing UK work rights required.",
   "salary": "Not disclosed",
   "rotation": "unknown",
   "apply_url": "https://job-boards.eu.greenhouse.io/thgingenuity/jobs/4975387101",
   "fit": "watchlist",
   "notes": "Live employer advert checked 2026-10-10. Courier liaison and delivery issue resolution. Full-time 3-6-month contract, 08:00-16:00 plus one weekend in four. [Employer advert](https://job-boards.eu.greenhouse.io/thgingenuity/jobs/4975387101).",
   "_collector": "codex"
  },
  {
   "company": "Undisclosed Lloyd's syndicate via Harrison Holgate",
   "program_or_role": "Underwriting Assistant - Political Risk",
   "sector": "insurance",
   "track": "direct_entry",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "School leavers and recent graduates considered. Strong academic background/high achievement requested, without a numeric degree threshold. Research, numeracy and communication relevant.",
   "salary": "GBP 26000 per year",
   "rotation": "unknown",
   "apply_url": "https://www.harrisonholgate.com/career-portal/view-job/12080",
   "fit": "watchlist",
   "notes": "Recruiter page remained advertised with application facility on 2026-10-10, but no posting date or named employer. Confirm vacancy availability with recruiter. Political risk is a useful research-led insurance path. [Recruiter advert](https://www.harrisonholgate.com/career-portal/view-job/12080).",
   "_collector": "codex"
  },
  {
   "company": "Undisclosed energy employer via Black Fox Solutions",
   "program_or_role": "Graduate Commercial Analyst",
   "sector": "energy",
   "track": "direct_entry",
   "location": "Belfast; hybrid",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Relevant degree, analytical aptitude and Excel; energy-market modelling and commercial analysis. No numeric degree classification or minimum years identified in accessible advert.",
   "salary": "GBP 30000-40000 per year on recruiter listing",
   "rotation": "unknown",
   "apply_url": "https://www.jobijoba.co.uk/detail/92/ae14e14b10a2d89cf3a049cf77a534e6",
   "fit": "strong",
   "notes": "Current aggregator advert checked 2026-10-10, corroborated by recruiter's Belfast vacancy board. Employer identity undisclosed. Salary taken from recruiter rather than conflicting aggregator currency presentation. [Recruiter board](https://www.blackfoxsolutions.co.uk/job_listing_region/belfast/).",
   "_collector": "codex"
  },
  {
   "company": "Undisclosed energy employer via Black Fox Solutions",
   "program_or_role": "Graduate / Junior Energy Analyst",
   "sector": "energy",
   "track": "direct_entry",
   "location": "Belfast; hybrid",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "2.1 or above in a relevant discipline. No energy-sector experience required. Research, quantitative analysis, Excel and reporting. James's degree classification/equivalency is unconfirmed.",
   "salary": "GBP 31000-40000 per year",
   "rotation": "unknown",
   "apply_url": "https://jobsni.com/job/graduate-junior-energy-analyst-belfast-northern-ireland-325213/",
   "fit": "stretch",
   "notes": "Advert posted 2026-09-25 and accepting applications when checked 2026-10-10; recruiter board corroborates role. Policy and market research focus. Distinct advertised title from Commercial Analyst; employer identity undisclosed. [Advert](https://jobsni.com/job/graduate-junior-energy-analyst-belfast-northern-ireland-325213/).",
   "_collector": "codex"
  },
  {
   "company": "Undisclosed software employer via MCS Group",
   "program_or_role": "Junior Implementation Consultant",
   "sector": "tech",
   "track": "direct_entry",
   "location": "Belfast",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Strong Excel; some software, technology or data experience ideally. SQL, Power BI, Alteryx or Power Automate exposure useful but not essential. No numeric degree grade or minimum years stated.",
   "salary": "GBP 35000-45000 per year",
   "rotation": "unknown",
   "apply_url": "https://www.mcsgroup.jobs/job/junior-implementation-consultant/",
   "fit": "strong",
   "notes": "Live recruiter advert checked 2026-10-10; posted 2026-09-14. Permanent software implementation role. Academic data work is relevant, but Excel capability needs evidence. Employer identity undisclosed. [Recruiter advert](https://www.mcsgroup.jobs/job/junior-implementation-consultant/).",
   "_collector": "codex"
  },
  {
   "company": "Undisclosed title insurer via Harrison Holgate",
   "program_or_role": "Underwriting Assistant",
   "sector": "insurance",
   "track": "direct_entry",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "unknown",
   "eligibility": "Entry-level role for a recent graduate, with training. Research, administrative accuracy and communication. No numeric degree classification stated.",
   "salary": "GBP 26000 per year",
   "rotation": "unknown",
   "apply_url": "https://harrisonholgate.com/career-portal/view-job/13316",
   "fit": "strong",
   "notes": "Recruiter page remained advertised with application facility on 2026-10-10; posting date not supplied. Title insurance research and broker support. Employer identity undisclosed. [Recruiter advert](https://harrisonholgate.com/career-portal/view-job/13316).",
   "_collector": "codex"
  },
  {
   "company": "easyJet",
   "program_or_role": "Management / Finance Graduate Runway 2027",
   "sector": "aviation",
   "track": "graduate_scheme",
   "location": "Luton (mostly)",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027-09",
   "eligibility": "No directly relevant degree required",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://careers.easyjet.com/en/career-areas/early-careers/graduate-programmes",
   "fit": "watchlist",
   "notes": "4x6-month placements (Management) or 3-year finance placements. 2027 opening date unverified — check weekly.",
   "_collector": "muse"
  },
  {
   "company": "Accenture",
   "program_or_role": "London Technology Analyst Graduate Programme 2027–2028",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London; UK client travel",
   "deadline": "rolling",
   "deadline_source": "employer_page",
   "start_date": "September 2027–August 2028; select a 2027 start",
   "eligibility": "Graduate route; coding and prior technical skills are not required. Analytical thinking and interest in technology required; no minimum grade or subject stated in this advert. Must commute to assigned office and attend office/client sites at least three days weekly. Advert refers applicants to programme visa policy without giving the full policy.",
   "salary": "£40,000 plus £7,200 signing bonus (terms apply)",
   "rotation": "unknown",
   "apply_url": "https://accenture.pinpointhq.com/en/postings/1d923ef2-fa92-483a-b70e-721bd2b9fe99",
   "fit": "strong",
   "notes": "Live employer application form verified on collection date. Client implementation and business analysis work; training includes platforms and delivery methods. One role/location application per year. 2027 availability is first come, first served.",
   "_collector": "codex"
  },
  {
   "company": "Accenture",
   "program_or_role": "Manchester Technology Analyst Graduate Programme 2027–2028",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "Manchester; UK client travel",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "start_date": "September 2027–August 2028; select a 2027 start",
   "eligibility": "Graduate route; no coding or technical assessment required. No minimum classification or subject stated in reproduced advert. Analytical skills, interest in technology and commuting distance required; minimum three days weekly in person. Advert links to visa policy; full sponsorship terms not stated.",
   "salary": "£36,400 plus £7,200 signing bonus (terms apply)",
   "rotation": "unknown",
   "apply_url": "https://targetjobs.co.uk/jobs/manchester-technology-analyst-graduate-programme-2027-2028-249451",
   "fit": "strong",
   "notes": "Live targetjobs advert verified. Business analysis, delivery and platform work. Page header says 31 October 2026, but reproduced employer text explicitly says applications close when sufficient applications arrive; rolling retained. One application per year.",
   "_collector": "codex"
  },
  {
   "company": "Accenture",
   "program_or_role": "London AI & Data Graduate Programme 2027–2028",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London; UK client travel",
   "deadline": "rolling",
   "deadline_source": "employer_page",
   "start_date": "September 2027–August 2028; select a 2027 start",
   "eligibility": "Bachelor's degree or higher from an accredited university completed by start; welcomes a range of disciplines, not only STEM. Analytical thinking and experience with data/AI required; no minimum classification stated. Minimum three days weekly in office/client site. Advert refers to programme visa policy; sponsorship not established from employer text.",
   "salary": "£40,000 plus £7,200 signing bonus (terms apply)",
   "rotation": "unknown",
   "apply_url": "https://accenture.pinpointhq.com/en/postings/c93c51bf-941b-4cc7-983d-722af53f9d04",
   "fit": "stretch",
   "notes": "Live employer application form verified. Client AI implementation, discovery workshops, data products and agentic workflows. Technical/data experience needs evidence. One role/location application per year.",
   "_collector": "codex"
  },
  {
   "company": "Deloitte Digital",
   "program_or_role": "Enterprise Applications Consulting – Sales & Service Graduate Scheme 2027",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "Belfast",
   "deadline": "2026-10-12",
   "deadline_source": "employer_page",
   "start_date": "September 2027",
   "eligibility": "Minimum 2:1 in any degree discipline; graduate by September 2027. Cannot progress candidates requiring Skilled Worker sponsorship because this role's salary does not meet the sponsorship threshold. Hybrid client-facing work; assessment and induction in person.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://apply.deloitte.co.uk/UKEarlyCareers/JobDetail/Enterprise-Applications-Consulting-Sales-Service/24859",
   "fit": "strong",
   "notes": "Bright Network shows Apply now and closing-soon status. Customer sales/service transformation and digital delivery. Deadline text says 12 October in the current 2027 recruitment advert. James's 2:1 equivalence is unconfirmed. One application per year. Verified OPEN 11 Oct 2026 on apply.deloitte.co.uk (job 24859, Belfast, start Sep 2027): 'The closing deadline for this role is 12 October'. CLOSES TOMORROW — urgent.",
   "_collector": "muse"
  },
  {
   "company": "Deloitte",
   "program_or_role": "Enterprise Applications Consulting – Enterprise Resource Planning (Graduate)",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-23",
   "deadline_source": "aggregator",
   "start_date": "September 2027",
   "eligibility": "Minimum 2:1 in any degree discipline; graduate by September 2027. Sponsorship section accepts current Student visa candidates but says it cannot accept applicants who previously held Skilled Worker or Graduate visas; sponsored candidates must remain on Student visa until immigration team contacts them. BNO route treatment is not specified; no sponsorship need assumed. Hybrid work, in-person assessment/induction.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.glassdoor.co.uk/job-listing/enterprise-applications-consulting-enterprise-resource-planning-deloitte-JV_IC2671300_KO0,63_KE64,72.htm?jl=1010285512887",
   "fit": "strong",
   "notes": "Live Glassdoor graduate advert with Apply on employer site. SAP, Oracle, Workday and Microsoft Dynamics transformation and implementation. May close early. James's 2:1 equivalence is unconfirmed; sponsorship wording recorded without assuming it applies to his BNO status.",
   "_collector": "codex"
  },
  {
   "company": "Deloitte",
   "program_or_role": "Enterprise Applications Consulting – ServiceNow (Graduate)",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-23",
   "deadline_source": "aggregator",
   "start_date": "September 2027",
   "eligibility": "Minimum 2:1 in any degree discipline; graduate by September 2027. Sponsorship section accepts current Student visa candidates but says it cannot accept applicants who previously held Skilled Worker or Graduate visas; sponsored candidates must remain on Student visa until immigration team contacts them. BNO route treatment is not specified; no sponsorship need assumed. Hybrid work, in-person assessment/induction.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.glassdoor.co.uk/job-listing/enterprise-applications-consulting-servicenow-deloitte-JV_IC2671300_KO0,45_KE46,54.htm?jl=1010285512876",
   "fit": "strong",
   "notes": "Live Glassdoor graduate advert with Apply on employer site. Workflow implementation, requirements, process mapping and testing. May close early. James's 2:1 equivalence is unconfirmed; BNO eligibility is not inferred from the sponsorship section.",
   "_collector": "codex"
  },
  {
   "company": "EY",
   "program_or_role": "Technology Consulting Graduate Programme – September 2027 intake",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London; Manchester; Bristol; Edinburgh; Belfast; Derry/Londonderry",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "start_date": "September 2027",
   "eligibility": "Gradcracker states bachelor's degree and accepts all STEM disciplines; minimum classification, graduate recency and sponsorship terms are not stated on this advert. BASM subject acceptance needs confirmation rather than assumption.",
   "salary": "Competitive plus benefits",
   "rotation": "unknown",
   "apply_url": "https://www.gradcracker.com/hub/615/ey/graduate-job/84991/technology-consulting-graduate-programme-september-2027-intake",
   "fit": "strong",
   "notes": "Live Gradcracker advert with Apply online now. Transformation capabilities include AI/data, Microsoft, SAP, ServiceNow and programme delivery. Locations can close individually; employer redirect did not expose a specific vacancy, so open/deadline evidence is aggregator-based.",
   "_collector": "codex"
  },
  {
   "company": "Computacenter",
   "program_or_role": "Business Technology Graduate Programme",
   "sector": "tech",
   "track": "graduate_scheme",
   "location": "Hatfield, Hertfordshire",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "September 2027",
   "eligibility": "Degree in any subject and any classification accepted; available to start the 12-month programme in September 2027. Communication, analytical/problem-solving and organisation skills required. No graduation recency or sponsorship policy stated.",
   "salary": "£33,000",
   "rotation": "yes",
   "apply_url": "https://careers.computacenter.com/uk/offer/business-technology-graduate-progra/847f1f19-023f-4764-bddb-beb115eb2c69?categoryId=d9bd94ce-e6f0-4448-99a1-fe0c5145bed4",
   "fit": "strong",
   "notes": "Employer advert has active Apply Now links. Twelve-month GIS rotations covering delivery, data, automation, platforms, security and CIO functions. Permanent full-time contract. No application deadline published.",
   "_collector": "codex"
  },
  {
   "company": "Computacenter",
   "program_or_role": "Technology Innovation Graduate Programme",
   "sector": "tech",
   "track": "graduate_scheme",
   "location": "Hatfield, Hertfordshire",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "September 2027",
   "eligibility": "Degree in any subject and any classification accepted; available to start the 12-month programme in September 2027. Communication, analytical/problem-solving and organisation skills required. No graduation recency or sponsorship policy stated.",
   "salary": "£33,000",
   "rotation": "unknown",
   "apply_url": "https://careers.computacenter.com/uk/offer/technology-innovation-graduate-prog/66906e24-ceba-47bb-bd5a-3462e5dc146a",
   "fit": "strong",
   "notes": "Employer advert has active Apply Now links. Twelve-month route in the Technology Strategy & Innovation team, covering business analysis, consulting and emerging-technology prototypes. Permanent full-time contract. No application deadline published.",
   "_collector": "codex"
  },
  {
   "company": "MUFG",
   "program_or_role": "2027 MUFG UK Analyst Programme: Digital Transformation & Artificial Intelligence",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-25",
   "deadline_source": "aggregator",
   "start_date": "19 July 2027",
   "eligibility": "Final year of study or graduated within the last 12 months. Foundational AI understanding and responsible AI usage; analytical, organisational and communication skills. Project coordination experience advantageous. No degree grade/subject or sponsorship requirement stated in role reproduction.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://mufgub.wd3.myworkdayjobs.com/MUFG-EarlyCareers/job/London/XMLNAME-2027-MUFG-UK-Analyst-Programme--Digital-Transformation---Artificial-Intelligence_10080075-WD",
   "fit": "strong",
   "notes": "Open status corroborated by The Intake on 10 October and Built In live advert. Employer Workday page is JavaScript-only. Deadline, eligibility and start verified at https://builtin.com/job/2027-mufg-uk-analyst-programme-digital-transformation-artificial-intelligence/11590065 . Eighteen-month in-house DX/AI transformation route; may close early.",
   "_collector": "codex"
  },
  {
   "company": "Shell",
   "program_or_role": "Information & Digital Technology (IDT) – Shell Graduate Programme 2027 – United Kingdom",
   "sector": "energy",
   "track": "graduate_scheme",
   "location": "London – Shell Centre",
   "deadline": "2026-12-15",
   "deadline_source": "employer_page",
   "start_date": "September 2027",
   "eligibility": "Pursuing or completed a bachelor's or master's degree in the UK; graduating in 2027 or within the last three years. Minimum undergraduate 2:1 or equivalent; no specified A-level/GCSE grades. Technology and adjacent disciplines welcomed, including economics. Sponsorship terms not stated in accessible role text.",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://shell.wd3.myworkdayjobs.com/en-US/ShellCareers/job/Information---Digital-Technology--IDT----Shell-Graduate-Programme-2027---United-Kingdom_R210016",
   "fit": "stretch",
   "notes": "Employer indexed advert shows Apply and future closing date. Two 18-month rotations delivering digital solutions. UK degree requirement and James's undergraduate 2:1 equivalence must be checked; MSc classification is pending.",
   "_collector": "codex"
  },
  {
   "company": "Zurich",
   "program_or_role": "Change & Technology Management Graduate Programme 2027",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "Swindon or Whiteley (Fareham); rotations in both",
   "deadline": "2026-10-18",
   "deadline_source": "employer_page",
   "start_date": "September 2027",
   "eligibility": "Bachelor's/equivalent minimum 2:1 achieved within last three years or on track; 96 UCAS points from three A-levels/equivalent; GCSE Maths and English C/4 or above. Indefinite full right to work and reside in UK; no sponsorship; minimum three consecutive years UK residency. IT-related degree not required; commute to office, at least two office days weekly.",
   "salary": "£30,600",
   "rotation": "yes",
   "apply_url": "https://www.zurich.co.uk/careers/graduate-schemes/change-and-technology-management",
   "fit": "watchlist",
   "notes": "Employer explicitly says 2027 applications open; linked Swindon/Whiteley vacancies confirm deadline and start. Business analysis, project management and architecture fit BASM, but indefinite status/residency and 2:1 equivalence are unconfirmed. BNO right to work alone is not treated as indefinite leave.",
   "_collector": "codex"
  },
  {
   "company": "NFU Mutual",
   "program_or_role": "Data, Digital & Insight Graduate Scheme 2027",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "Stratford-upon-Avon; hybrid according to business needs",
   "deadline": "2026-11-08",
   "deadline_source": "employer_page",
   "start_date": "September 2027",
   "eligibility": "Achieved or on track for minimum 2:2 degree in any subject; numerate/analytical degree beneficial, not essential. Some work experience involving interaction with people expected; placement/industry experience advantageous, not essential. No Skilled Worker sponsorship; permission must cover role and completion of three-year scheme.",
   "salary": "£33,000 plus up to 10% annual bonus",
   "rotation": "yes",
   "apply_url": "https://careers.nfumutual.co.uk/jobs/Data-Digital-Insight-Graduate-Scheme-346443?sType=restless",
   "fit": "strong",
   "notes": "Employer live Apply now advert. Rotations in digital products, customer analytics, data engineering, management and quality; tools include Power BI, SQL and Azure. May close early. No assumption made about pending degree classification.",
   "_collector": "codex"
  },
  {
   "company": "Turner & Townsend",
   "program_or_role": "Graduate Programme 2027 – Digital – UK Wide",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "UK-wide; select an advertised office in application",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "2027; precise date not stated",
   "eligibility": "Analytical thinking, data fluency and interest in built environment/construction required. Accessible advert does not state degree classification, subject, recency or sponsorship policy. Some regional roles require driving; defence assignments require BPSS and UKSV SC clearance.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://jobs.smartrecruiters.com/TurnerTownsend/744000150029894-graduate-programme-2027-digital-uk-wide",
   "fit": "strong",
   "notes": "Live employer SmartRecruiters advert with application control. Twenty-four-month digital consultancy programme includes business analysis, digital transformation, data analytics and automation. Specific office list and deadline not exposed in accessible advert.",
   "_collector": "codex"
  },
  {
   "company": "TTP",
   "program_or_role": "Graduate Consultant – Cyber / AI – 2027",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "Melbourn, near Cambridge/Royston",
   "deadline": "rolling",
   "deadline_source": "employer_page",
   "start_date": "September 2027",
   "eligibility": "Minimum 2:1 in AI/ML, Engineering, Physics or closely related discipline, with strong A-levels or equivalent; available September 2027. Engineering skillset and commercial awareness required. On-site five days weekly. Sponsorship and graduation-recency policy not stated.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://jobs.smartrecruiters.com/TTP1/744000149036450-graduate-consultant-cyber-ai-2027",
   "fit": "watchlist",
   "notes": "Employer live application advert. Technical AI/product development consultancy with client exposure. Edge case for BASM: specialist subject and engineering requirements need prior technical evidence; 2:1 equivalence unconfirmed.",
   "_collector": "codex"
  },
  {
   "company": "Tesco",
   "program_or_role": "Technology – Product Management Graduate Scheme",
   "sector": "retail",
   "track": "graduate_scheme",
   "location": "Welwyn Garden City, Hertfordshire",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "start_date": "September 2027",
   "eligibility": "Gradcracker lists bachelor's degree and business, analytics/statistics, data science, marketing or project management disciplines. No minimum grade or recency stated on role advert. Agile/product-tool experience not essential. Sponsorship terms not stated on accessible advert; 60% office/site working.",
   "salary": "£40,000 plus benefits",
   "rotation": "unknown",
   "apply_url": "https://www.gradcracker.com/hub/848/tesco/graduate-job/83546/technology-product-management-graduate-scheme",
   "fit": "strong",
   "notes": "Live Gradcracker Apply online now advert; employer graduate overview says 2027 applications open. Two-year digital-product route involving roadmaps, user stories and delivery with engineers. Ongoing deadline as shown by Gradcracker; employer redirect could not be read.",
   "_collector": "codex"
  },
  {
   "company": "Booker (Tesco Group)",
   "program_or_role": "Graduate Scheme – Tech Product and Programme Management",
   "sector": "retail",
   "track": "graduate_scheme",
   "location": "Wellingborough",
   "deadline": "2026-10-31",
   "deadline_source": "aggregator",
   "start_date": "6 September 2027",
   "eligibility": "On track for 2:2 degree or equivalent in a relevant discipline (specific subjects not named). Communication, commercial awareness and problem-solving skills. Sponsorship and graduate-recency wording not stated in accessible advert.",
   "salary": "£40,000",
   "rotation": "yes",
   "apply_url": "https://targetjobs.co.uk/jobs/graduate-scheme-tech-product-and-programme-management-245157",
   "fit": "strong",
   "notes": "Live targetjobs Apply advert. Branch Systems Technology rotations in product and programme/project management, supporting systems and process change. Employer Tesco graduate overview confirms Booker route for 2027. James's pending result is not assumed.",
   "_collector": "codex"
  },
  {
   "company": "Alpha FMC",
   "program_or_role": "Data, AI, & Digital Engineering Analyst Graduate 2027",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "August 2027",
   "eligibility": "Predicted or achieved minimum 2:1 in a STEM discipline, ideally Computer Science, Engineering, Mathematics or Chemistry. Available full-time August 2027; interest in consulting and insurance. Application asks about current/future sponsorship need but does not publish a sponsorship commitment or graduate recency restriction.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://job-boards.greenhouse.io/alphafmcrolesearlycareers/jobs/8855289002",
   "fit": "watchlist",
   "notes": "Live employer application form. Choose data or digital engineering; client platforms, implementations, SQL/Python and AI workflows. Technical STEM route is an edge case for BASM; subject acceptance and 2:1 equivalence unconfirmed. No closing date stated.",
   "_collector": "codex"
  },
  {
   "company": "KPMG",
   "program_or_role": "Graduate Tax Global Mobility Services (GMS) Technology – London Autumn 2027",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "unknown",
   "start_date": "Autumn 2027",
   "eligibility": "Normally 2:1 undergraduate degree in any discipline; GCSE Maths and English Language 5/B or equivalents; 120 UCAS points from top three A-levels excluding General Studies. Open-access/contextual recruitment allows consideration of applicants a few grades/points short. Sponsorship terms deferred to International Students guidance; role-specific recency not stated.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.kpmgcareers.co.uk/Vacancies/graduatetaxglobalmobilityservicesgmstechnologylondonautumn2027/ee55ef0d-8b70-f998-f9b0-d511391c5cdd",
   "fit": "strong",
   "notes": "Live employer Apply for role advert. Three-year tax/technology implementation route with business analysis, project management and ATT qualification. James's 2:1 equivalence is unconfirmed. No closing date published on vacancy.",
   "_collector": "codex"
  },
  {
   "_collector": "muse",
   "apply_url": "https://careers.kainos.com/gb/en/graduate-opportunities",
   "company": "Kainos",
   "deadline": "unknown",
   "deadline_source": "employer_page",
   "eligibility": "Degree (incl. masters) attained within last 2 years; consulting pathway is client-facing Workday implementation",
   "fit": "watchlist",
   "location": "Belfast / Derry / Birmingham",
   "notes": "Digital transformation consultancy (NHS, government, Workday partner). Technology pathway window is October; Consulting–Workday pathway opens February — watch for the Feb window. Locations outside London/Manchester.",
   "program_or_role": "Graduate Programme — Consulting (Workday) / Technology pathways",
   "rotation": "unknown",
   "salary": "unknown",
   "sector": "consulting",
   "start_date": "2027 summer",
   "track": "graduate_scheme"
  },
  {
   "_collector": "muse",
   "apply_url": "https://www.paconsulting.com/careers/early-careers/uk-graduate-programmes",
   "company": "PA Consulting",
   "deadline": "rolling",
   "deadline_source": "employer_page",
   "eligibility": "Graduate roles incl. consulting rotational and digital specialist; rolling from autumn; some roles need UK security clearance (5yr residence) — check per role",
   "fit": "strong",
   "location": "UK (various)",
   "notes": "Transformation + innovation consultancy. Graduate roles (not a single scheme) across consulting and digital. Rolling — apply early.",
   "program_or_role": "UK Graduate Programmes — Consulting / Digital",
   "rotation": "unknown",
   "salary": "unknown",
   "sector": "consulting",
   "start_date": "2027",
   "track": "graduate_scheme"
  },
  {
   "_collector": "muse",
   "apply_url": "https://targetjobs.co.uk/jobs/technology-risk-data-assurance-graduate-programme-september-2027-intake-246565",
   "company": "EY",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "eligibility": "Details on targetjobs listing; data/AI fluency expected; verify grade requirement on employer page",
   "fit": "stretch",
   "location": "UK",
   "notes": "Assurance over client data/AI environments — consulting-adjacent, data and AI risk. Verify deadline and eligibility on EY careers page before applying.",
   "program_or_role": "Technology Risk — Data Assurance Graduate Programme (Sept 2027 intake)",
   "rotation": "unknown",
   "salary": "unknown",
   "sector": "big4",
   "start_date": "2027-09",
   "track": "graduate_scheme"
  },
  {
   "company": "Capgemini Invent",
   "program_or_role": "Intelligent Industries Accelerate Graduate Programme 2027",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "Glasgow, London, Manchester",
   "deadline": "rolling",
   "deadline_source": "employer_page",
   "start_date": "2027",
   "eligibility": "Minimum 2:2 degree in any discipline (must be completed prior to start date); curious about technology & digital enablement; BPSS security check clearance eligible.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.capgemini.com/gb-en/careers/early-careers/",
   "fit": "strong",
   "notes": "19-21 month structured consulting scheme progressing Associate Consultant to Consultant. Focuses on digital transformation, AI, resilient supply chains, and process intelligence across client industries. 12-week consulting training at the Institute.",
   "_collector": "agy"
  },
  {
   "company": "Accenture",
   "program_or_role": "London Consulting Graduate Programme 2027–2028",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London (hybrid / in-person)",
   "deadline": "2026-10-31",
   "deadline_source": "aggregator",
   "start_date": "2027-09-01",
   "eligibility": "Bachelor's degree in any discipline from an accredited university by start date; must possess UK right to work without sponsorship (BNO visa qualifies).",
   "salary": "£40,000 + £7,200 signing bonus",
   "rotation": "unknown",
   "apply_url": "https://targetjobs.co.uk/jobs/london-consulting-graduate-programme-2027-2028-249507",
   "fit": "strong",
   "notes": "Consulting analyst role working on technology transformation, AI-enabled projects, and strategy delivery. Features Runway training programme. Rolling recruitment filled first-come first-served, stated deadline 31 Oct 2026.",
   "_collector": "agy"
  },
  {
   "company": "Deloitte UK",
   "program_or_role": "Technology Strategy Consulting - Technology Strategy & Transformation - Full Time Graduate",
   "sector": "big4",
   "track": "graduate_scheme",
   "location": "Belfast",
   "deadline": "2026-10-23",
   "deadline_source": "aggregator",
   "start_date": "2027-09-01",
   "eligibility": "Minimum 2:1 degree in any discipline (unconfirmed undergraduate equivalence for James); must have graduated by September 2027.",
   "salary": "unknown",
   "rotation": "no",
   "apply_url": "https://targetjobs.co.uk/jobs/technology-strategy-consulting-technology-strategy-transformation-full-time-graduate-belfast-246297",
   "fit": "strong",
   "notes": "Core technology strategy & transformation practice advising executive clients on digital architectures, modernization, and firm-approved AI tooling. Verified live on TargetJobs with explicit 23 Oct 2026 deadline and 1 Sept 2027 start.",
   "_collector": "agy"
  },
  {
   "company": "EY",
   "program_or_role": "Technology Consulting Graduate Programme - September 2027 intake",
   "sector": "big4",
   "track": "graduate_scheme",
   "location": "London, Edinburgh, Manchester, Bristol",
   "deadline": "2026-10-31",
   "deadline_source": "aggregator",
   "start_date": "2027-09-01",
   "eligibility": "Degree completed prior to start date; digital fluency and analytical thinking required; right to work in UK.",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://targetjobs.co.uk/jobs/technology-consulting-graduate-programme-september-2027-intake-248725",
   "fit": "strong",
   "notes": "Directly covers digital transformation across Digital Engineering, AI and Data, Platforms, Technology Strategy & Transformation, Microsoft Service Group, SAP, and ServiceNow implementation. TargetJobs lists 31 Oct 2026 deadline.",
   "_collector": "agy"
  },
  {
   "company": "Faculty",
   "program_or_role": "Associate (Consumer & Retail)",
   "sector": "consulting",
   "track": "direct_entry",
   "location": "London (Hybrid)",
   "deadline": "rolling",
   "deadline_source": "employer_page",
   "start_date": "2027",
   "eligibility": "Analytical thinking; ability to translate operational requirements into user stories; experience or strong interest in AI/data-intensive projects in retail/consumer; UK right to work.",
   "salary": "unknown",
   "rotation": "no",
   "apply_url": "https://faculty.ai/en-gb/job-listing/london/consumer-retail/associate",
   "fit": "strong",
   "notes": "Faculty is a premier UK AI implementation specialist. Associate works side-by-side with retail clients to scope, build, test, and implement bespoke AI solutions. Open direct entry role on live employer board.",
   "_collector": "agy"
  },
  {
   "company": "Kearney",
   "program_or_role": "Business Analyst 2027",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-27",
   "deadline_source": "employer_page",
   "start_date": "2027",
   "eligibility": "Final-year undergraduate or master's degree; strong analytical, problem-solving, and communication skills; right to work in the UK.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.kearney.com/careers",
   "fit": "stretch",
   "notes": "Top-tier management and digital transformation consultancy. Analyst role working across operations, digital transformations, and strategy. Application window closes 27 October 2026 on a rolling basis.",
   "_collector": "agy"
  },
  {
   "company": "Rystad Energy",
   "program_or_role": "Graduate Management Consultant - Summer 2027",
   "sector": "consulting",
   "track": "direct_entry",
   "location": "London",
   "deadline": "2026-10-16",
   "deadline_source": "aggregator",
   "start_date": "2027 summer",
   "eligibility": "Higher education degree; solid academic results; experience or keen interest in applying AI tools and systems; no more than 3 years of work experience.",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://targetjobs.co.uk/jobs/graduate-management-consultant-summer-2027-241895",
   "fit": "strong",
   "notes": "Energy intelligence and consulting house. Role involves advising clients on energy transition and strategic transformation with active application of AI tools. Apply by 16 Oct 2026. Re-verified live 11 Oct 2026: 'Apply by: 16/10/2026'; body text 'Application Deadline: October 16th, 2026.'",
   "_collector": "agy"
  },
  {
   "company": "NTT DATA",
   "program_or_role": "AI-Native Business Graduate",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London (Hybrid)",
   "deadline": "rolling",
   "deadline_source": "aggregator",
   "start_date": "2027",
   "eligibility": "Recent graduate with commercial awareness and passion for AI and data-driven problem solving; right to work in UK without sponsorship.",
   "salary": "£25,000 - £35,000",
   "rotation": "yes",
   "apply_url": "https://www.brightnetwork.co.uk/graduate-jobs/ntt-data/ai-native-business-graduate-2026",
   "fit": "strong",
   "notes": "2-year rotational scheme developing commercial leaders to deliver AI and digital transformation solutions across cross-functional client teams. Mentorship, European peer network, and senior leadership exposure.",
   "_collector": "agy"
  },
  {
   "company": "Version 1",
   "program_or_role": "Digital Academy Programme 2027 (Early Careers Talent Pool)",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London, Birmingham, Manchester, Belfast (Hybrid)",
   "deadline": "rolling",
   "deadline_source": "employer_page",
   "start_date": "2027",
   "eligibility": "Graduates or career switchers with an interest in technology/consulting; right to work in UK.",
   "salary": "unknown",
   "rotation": "no",
   "apply_url": "https://www.version1.com/careers/early-careers/",
   "fit": "watchlist",
   "notes": "Digital transformation specialist (Microsoft, Oracle, AWS partner). 12-week intensive academy training covering cloud, consulting, and certifications, followed by an 18-month structured career framework and salary uplifts. Open talent pool registration for 2027 cohort.",
   "_collector": "agy"
  },
  {
   "company": "Bain & Company",
   "program_or_role": "Associate Consultant — London 2027",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-15",
   "deadline_source": "employer_page",
   "start_date": "2027",
   "eligibility": "Final-year students any degree + graduates with <2yrs full-time experience since graduation (excl. internships); NO cover letter required for London",
   "salary": "unknown",
   "rotation": "no",
   "apply_url": "https://www.bain.com/fr/careers/recruiting/london-recruiting/",
   "fit": "strong",
   "notes": "Confirmed live 11 Oct 2026 (bain.com FAQ): closes 15 Oct 23:59 BST; form + online assessment must both be completed. MBB mainline. James on flights 12–14 Oct — submit before.",
   "_collector": "muse"
  },
  {
   "company": "Roland Berger",
   "program_or_role": "Junior Consultant 2027 — London",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-18",
   "deadline_source": "employer_page",
   "start_date": "2027-09",
   "eligibility": "2:1+ or equivalent (James's equivalence unconfirmed — CHECK); 8+ weeks work experience; MANDATORY cover letter",
   "salary": "unknown",
   "rotation": "no",
   "apply_url": "https://jobs.smartrecruiters.com/RolandBerger/744000144799889-junior-consultant-2027",
   "fit": "strong",
   "notes": "Confirmed live 11 Oct 2026 on Roland Berger SmartRecruiters (crawled 1h): 'Applications close: Sunday 18th October. Late applications will not be considered.' First-round interviews 7 Nov in person London. Cover-letter draft exists — James to review.",
   "_collector": "muse"
  },
  {
   "company": "Kraft Heinz",
   "program_or_role": "Trainee Program 2027 (London)",
   "sector": "fmcg",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-18",
   "deadline_source": "aggregator",
   "start_date": "2027-07",
   "eligibility": "Bachelor's/Master's graduated on/after 2025, any subject; ≤2yrs professional experience after graduation; UK right to work; EU mobility from year 2",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://www.glassdoor.co.uk/Job/london-england-kraft-heinz-company-jobs-SRCH_IL.0,14_IC2671300_KO15,34.htm",
   "fit": "strong",
   "notes": "Posting text (via Glassdoor, 11 Oct): 'Applications open 15th September 2026; Applications close 18th October 2026.' Pymetrics games + video interview → Trainee & Business interview → Assessment Day Nov. Two 4-month rotations then placement. Any-subject master's OK — strong BASM fit.",
   "_collector": "muse"
  },
  {
   "company": "Deutsche Bank",
   "program_or_role": "Graduate Programme — Chief Risk Office — London 2027",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-18",
   "deadline_source": "aggregator",
   "start_date": "2027-07",
   "eligibility": "ONE application per UK recruitment season; 2:1 equivalent (James confirmed Yes at Step 2); rolling — may close early with 48h notice",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.efinancialcareers.co.za/jobs-UK-London-Deutsche_Bank_Graduate_Programme_-_Chief_Risk_Office_-_London_2027.id24857567",
   "fit": "strong",
   "notes": "James's chosen DB track (account created 10 Oct, form in progress — season slot unconsumed). Verbatim employer ad text via efinancialcareers: 'The application deadline for this role is 18th October 2026 at 11:59PM GMT.' Rolling — apply early.",
   "_collector": "muse"
  },
  {
   "company": "HSBC",
   "program_or_role": "Relationship Management — Private Bank — Graduate",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-29",
   "deadline_source": "employer_page",
   "start_date": "2027-07",
   "eligibility": "Graduate; one HSBC application per recruitment cycle; no sponsorship",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.hsbc.com/careers/students-and-graduates/find-a-programme",
   "fit": "watchlist",
   "notes": "From hsbc.com programme finder (11 Oct): Closing 29 Oct 2026, start Mon 26 Jul 2027, London. Alternative if James prefers London/private banking over the 18-Oct Commercial Bank (UK North) track — but one application per cycle, so choose one.",
   "_collector": "muse"
  },
  {
   "company": "Howden",
   "program_or_role": "Private Capital Strategy & Operations Graduate Programme 2027",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Full and unrestricted UK right to work (BNO ✓); recent graduate or final-year; NO insurance experience needed",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.iagora.com/work/en/offer/graduate-programme-united-kingdom-logistics/6455550",
   "fit": "strong",
   "notes": "Strategy/operations consulting inside an insurance broker: research, market analysis, business plans with senior leaders. Listed on iAgora (crawled 4h ago, 11 Oct). Deadline not shown — verify on Howden careers before treating as urgent. Also listed on Milkround/totaljobs (posted within last 7 days): https://www.totaljobs.com/job/howden-private-capital-strategy-and-operations-graduate-programme-2027/howden-group-job108110367",
   "_collector": "muse"
  },
  {
   "company": "Howden",
   "program_or_role": "Graduate — Investment Analyst (Leeds; same intake also Birmingham/Cheltenham/Liverpool)",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "Leeds",
   "deadline": "2026-10-13",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Graduate scheme, Finance; each location is a separate advert/application",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.jointheintake.com/graduate-schemes/howden-2027-graduate-investment-analyst-leeds-hzq1ks",
   "fit": "watchlist",
   "notes": "Read from Howden's own careers site, confirmed 11 Oct 2026: 'Applications are open now and close on 13 October 2026.' Leeds-based — weaker location fit for James; 4th Howden intake alongside the three 13-Oct London programmes.",
   "_collector": "muse"
  },
  {
   "company": "HM Treasury",
   "program_or_role": "Graduate Policy Programme 2026–2027",
   "sector": "public_sector",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-11-05",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Civil Service eligibility — UK right to work (BNO ✓); no specific experience required",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://opportunitiesforyouth.org/2026/10/06/hm-treasury-graduate-policy-programme-2026-2027-launch-your-policy-career-at-the-heart-of-uk-government/",
   "fit": "watchlist",
   "notes": "Applications open Oct 2026; deadline 12 noon 5 Nov 2026. Policy route at the heart of government; virtual assessment centre Jan/Feb.",
   "_collector": "muse"
  },
  {
   "company": "United Utilities",
   "program_or_role": "2027 Graduate Programme — Commercial / Data & Analytics",
   "sector": "other",
   "track": "graduate_scheme",
   "location": "North West (Warrington area)",
   "deadline": "2026-10-21",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Graduate; commercial or data & analytics streams",
   "salary": "£32,250 + £2,000 welcome bonus",
   "rotation": "unknown",
   "apply_url": "https://www.watermagazine.co.uk/2026/09/24/united-utilities-opens-applications-for-2027-graduate-and-internship-programme/",
   "fit": "watchlist",
   "notes": "50 graduate roles incl. commercial + data & analytics; 3-year scheme with accreditation/charter support. Deadline 21 Oct but may close sooner on volume. North West — weaker location fit.",
   "_collector": "muse"
  },
  {
   "company": "NHS",
   "program_or_role": "Graduate Management Training Scheme 2027 — Digital (Health Informatics)",
   "sector": "public_sector",
   "track": "graduate_scheme",
   "location": "UK-wide",
   "deadline": "2026-10-28",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "2:2 any subject; UK right to work for full scheme; no experience required",
   "salary": "unknown",
   "rotation": "yes",
   "apply_url": "https://opportunitiesforyouth.org/2026/09/25/nhs-graduate-management-training-scheme-2027-applications-open-for-future-nhs-leaders/",
   "fit": "watchlist",
   "notes": "Closes 28 Oct 2026 11:30am; starts first Monday Sep 2027. Digital–Health Informatics track; complements the General Management record.",
   "_collector": "muse"
  },
  {
   "company": "Capgemini",
   "program_or_role": "Project Management & Operations Analyst Graduate 2027",
   "sector": "tech",
   "track": "graduate_scheme",
   "location": "Telford (must be commutable; office 3 days/week)",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Graduate; UK public-sector client; BPSS pre-employment checks (identity, nationality/immigration status, employment history, DBS)",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://targetjobs.co.uk/jobs/project-management-operations-analyst-graduate-2027-248351",
   "fit": "watchlist",
   "notes": "Financial management, planning, risk, data analysis, stakeholder engagement on a large UK public-sector client. Role is on a SECURE SITE — verify clearance requirements (may need SC = 5y UK residence) before applying. Telford-based.",
   "_collector": "muse"
  },
  {
   "company": "DHL",
   "program_or_role": "Project Management Specialist Graduate Programme",
   "sector": "logistics",
   "track": "graduate_scheme",
   "location": "UK nationwide",
   "deadline": "unknown",
   "deadline_source": "employer_page",
   "start_date": "2027-09",
   "eligibility": "Graduate; UK nationwide",
   "salary": "£30,500 + £500 joining payment",
   "rotation": "unknown",
   "apply_url": "https://careers.dhl.com/amer/en/job/DPDHGLOBAL44034ENAMEREXTERNALEARCU/Project-Management-Specialist-Graduate-Programme",
   "fit": "strong",
   "notes": "Verified OPEN 11 Oct 2026 on DHL careers (job UK44034, posted 2 Oct 2026, active Apply button). NO closing date stated anywhere on the page — the 31 Oct date on aggregators is unconfirmed; treat as rolling. 3-year programme, start Sep 2027. Also listed on Milkround/totaljobs (posted within last 7 days): https://www.totaljobs.com/job/project-management-specialist-graduate-programme/dhl-international-uk-ltd-job108102103",
   "_collector": "muse"
  },
  {
   "company": "EY-Parthenon",
   "program_or_role": "Strategy (Public and Private) Graduate Programme — September 2027 intake",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-22",
   "deadline_source": "employer_page",
   "start_date": "2027-09",
   "eligibility": "Graduate; 2:1 typically expected (verify); strategy consulting",
   "salary": "unknown",
   "rotation": "no",
   "apply_url": "https://ukstudents.ey.com/?jobs=%26program%5B%5D%3D46%26business-area%5B%5D%3D312%26sub-business-area%5B%5D%3D333&paged=1",
   "fit": "stretch",
   "notes": "Verified OPEN 11 Oct 2026 on EY UK Early Careers: 'The Strategy Graduate Programme will close for applications on Thursday 22 October 2026.' No longer on Milkround. James's 10/22 stretch target.",
   "_collector": "muse"
  },
  {
   "company": "Siemens Energy",
   "program_or_role": "Finance Graduate 2027",
   "sector": "energy",
   "track": "graduate_scheme",
   "location": "Newcastle upon Tyne / Manchester / Aberdeen",
   "deadline": "2026-11-27",
   "deadline_source": "employer_page",
   "start_date": "2027-09",
   "eligibility": "2:1 degree required (James's equivalence unconfirmed — CHECK); graduate",
   "salary": "£30,000",
   "rotation": "unknown",
   "apply_url": "https://jobs.siemens-energy.com/en_US/jobs/FolderDetail/Finance-Graduate-2027/303092",
   "fit": "strong",
   "notes": "Verified OPEN 11 Oct 2026 in original advert (Job ID 303092): 'This advert will close on Friday 27th November.' CIMA fully funded; Newcastle assessment week of 8 Feb 2027.",
   "_collector": "muse"
  },
  {
   "company": "Capgemini",
   "program_or_role": "Graduate Business Analyst 2027",
   "sector": "tech",
   "track": "graduate_scheme",
   "location": "London / Manchester / Birmingham / Bristol / Inverness / Treforrest",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Graduate; business analysis in tech consulting",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.totaljobs.com/job/graduate-business-analyst-2027/capgemini-uk-plc-fs-job108104757",
   "fit": "strong",
   "notes": "Posted ~3 days ago on Milkround (11 Oct sweep), still live. Tech-consulting BA role — strong BASM fit. No deadline shown — verify on Capgemini careers before applying.",
   "_collector": "muse"
  },
  {
   "company": "BNP Paribas",
   "program_or_role": "London 2027 Graduate — Global Markets Research Analyst",
   "sector": "banking",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Completing degree in 2027 or within 2yrs of graduating (2025–2027); strong academics; fluent English; previous Financial Services internship/work experience advantageous; ONE BNP application per academic year",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.totaljobs.com/job/2027-global-markets-graduate-analyst-research/bnp-paribas-cib-job108103742",
   "fit": "stretch",
   "notes": "Front-office markets research (Milkround, posted within 7 days). Stretch: needs markets knowledge + prior FS experience. One BNP application per year — choose one of the 4 BNP tracks (Coverage / Capital Markets / M&A / Research).",
   "_collector": "muse"
  },
  {
   "company": "Howden",
   "program_or_role": "Private Capital Portfolio Solutions Graduate Programme 2027",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Graduate; financial-services group",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.totaljobs.com/job/howden-private-capital-portfolio-solutions-graduate-programme-2027/howden-group-job108110368",
   "fit": "watchlist",
   "notes": "Posted within last 7 days on Milkround (11 Oct sweep). 2nd of 4 Howden Private Capital intakes (Portfolio Solutions / Due Diligence / Strategy & Operations). No deadline shown — verify on Howden careers.",
   "_collector": "muse"
  },
  {
   "company": "Howden",
   "program_or_role": "Private Capital Due Diligence Graduate Programme 2027",
   "sector": "insurance",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Graduate; financial-services group",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.totaljobs.com/job/howden-private-capital-due-diligence-graduate-programme-2027/howden-group-job108110369",
   "fit": "watchlist",
   "notes": "Posted within last 7 days on Milkround (11 Oct sweep). 3rd of 4 Howden Private Capital intakes. Due-diligence research/analysis — overlaps James's research background. No deadline shown — verify on Howden careers.",
   "_collector": "muse"
  },
  {
   "company": "DHL",
   "program_or_role": "Finance Specialist Graduate Programme",
   "sector": "logistics",
   "track": "graduate_scheme",
   "location": "Milton Keynes (Nationwide)",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Graduate; finance stream at global logistics group",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.totaljobs.com/job/finance-specialist-graduate-programme/dhl-international-uk-ltd-job108118318",
   "fit": "watchlist",
   "notes": "Posted 2 days ago on Milkround (11 Oct sweep). 2nd DHL 2027 stream alongside Project Management and Technology Specialist. No deadline shown — DHL careers page shows no closing dates; treat as rolling.",
   "_collector": "muse"
  },
  {
   "company": "DHL",
   "program_or_role": "Technology Specialist Graduate Programme",
   "sector": "logistics",
   "track": "graduate_scheme",
   "location": "Milton Keynes (Nationwide)",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Graduate; enterprise-tech stream at global logistics group",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.totaljobs.com/job/technology-specialist-graduate-programme/dhl-international-uk-ltd-job108102097",
   "fit": "watchlist",
   "notes": "Posted within last 7 days on Milkround (11 Oct sweep). 3rd DHL 2027 stream (enterprise tech). No deadline shown — treat as rolling.",
   "_collector": "muse"
  },
  {
   "company": "Quorn Foods",
   "program_or_role": "Graduate Commercial Executive",
   "sector": "fmcg",
   "track": "direct_entry",
   "location": "Leeds, West Yorkshire",
   "deadline": "unknown",
   "deadline_source": "aggregator",
   "start_date": "2027-09",
   "eligibility": "Graduate; commercial role at food manufacturer",
   "salary": "unknown",
   "rotation": "no",
   "apply_url": "https://www.totaljobs.com/job/graduate-commercial-executive/quorn-foods-limited-job108104506",
   "fit": "watchlist",
   "notes": "Posted within last 7 days on Milkround (11 Oct sweep). Commercial grad role at food manufacturer — FMCG commercial track. No deadline shown — verify on Quorn careers.",
   "_collector": "muse"
  },
  {
   "company": "Deloitte",
   "program_or_role": "Business Transformation Consulting — Operations, Industry & Domain Solutions (OIDS) Graduate Scheme 2027",
   "sector": "consulting",
   "track": "graduate_scheme",
   "location": "London",
   "deadline": "2026-10-23",
   "deadline_source": "aggregator",
   "start_date": "Autumn 2027",
   "eligibility": "Minimum 2:1 in any discipline; graduated by Sept 2027. Visa: listing written for student-visa holders; BNO right-to-work to be confirmed on form (no sponsorship needed).",
   "salary": "unknown",
   "rotation": "unknown",
   "apply_url": "https://www.brightnetwork.co.uk/graduate-jobs/deloitte/business-transformation-consulting-operations-industry-domain-solutions-graduate-scheme-2027-1",
   "fit": "strong",
   "notes": "VERIFIED 2026-10-11 via live Bright Network page: London, deadline 23 Oct 2026, Apply now live. OIDS sits in Business Transformation Consulting (Engineering, AI & Data). One-application-per-year rule: this would consume James's Deloitte slot; TST Belfast draft must stay unsubmitted.",
   "_collector": "muse-verify"
  }
 ],
 "excluded": [
  {
   "company": "AB InBev",
   "program_or_role": "Global Management Trainee 2027 — UK",
   "reason": "UK vacancy mirror closed 2026-10-03, while the Europe campaign advertises a broader recruitment window. A currently accepting UK vacancy could not be verified. [UK vacancy mirror](https://www.jobs.service.gov.uk/jobs/6a992905374f01b9810db445); [employer programme](https://europecareers.ab-inbev.com/?id=110)."
  },
  {
   "company": "ASUS",
   "program_or_role": "UK commercial opportunities",
   "reason": "Located B2B Marketing Lead requiring 5+ years and Field Application Engineer requiring 3+ years. No suitable current 0-2-year commercial role verified."
  },
  {
   "company": "Acer",
   "program_or_role": "UK junior commercial operations",
   "reason": "No suitable currently advertised UK direct-entry vacancy verified in this sweep; this does not establish that no vacancies exist."
  },
  {
   "company": "Advantech",
   "program_or_role": "Senior Key Account Manager - UK/Nordics",
   "reason": "Requires 3-5 years; outside the requested experience range."
  },
  {
   "company": "Airbus",
   "program_or_role": "AGGP2027 Plant Industrialisation — Business Management",
   "reason": "Advert deadline was 2026-09-30, already passed. [Employer advert](https://ag.wd3.myworkdayjobs.com/en-US/Airbus/job/Broughton/XMLNAME--AGGP2027-Plant-Industrialisation---Business-Management_JR10428411)."
  },
  {
   "company": "Aphex",
   "program_or_role": "Customer Success Associate",
   "reason": "Employer advert stated deadline 2026-06-13, already passed."
  },
  {
   "company": "Areti / SWG",
   "program_or_role": "Graduate or Junior Implementation Consultant",
   "reason": "Areti advert redirected away from the vacancy; SWG advert stated no longer accepting applications. Neither retained as a live vacancy."
  },
  {
   "company": "Baillie Gifford",
   "program_or_role": "Technology Graduate Programme 2027",
   "reason": "Employer states this programme will not open for the 2027 intake. Investment Research is included separately. [Employer graduate page](https://www.bailliegifford.com/en/uk/individual-investors/careers/early-careers/graduate-programmes/)."
  },
  {
   "company": "Bank of China",
   "program_or_role": "Associate Cash Management Operations",
   "reason": "Identified expiry date 2026-10-09 has passed."
  },
  {
   "company": "Bank of China",
   "program_or_role": "Associate Financial Markets Business Support",
   "reason": "Employer application page reported that the vacancy does not exist."
  },
  {
   "company": "BlackRock",
   "program_or_role": "2027 Full-Time Analyst Programme",
   "reason": "Graduation window begins June 2026 and ends July 2027; James's January 2026 MSc completion falls outside it. [Employer eligibility](https://careers.blackrock.com/students-and-graduates-emea)."
  },
  {
   "company": "BlackRock",
   "program_or_role": "2027 Client and Product Graduate Rotational Programme — London",
   "reason": "London application deadline was 2026-09-30, already passed at the 2026-10-10 sweep date. [Employer advert](https://careers.blackrock.com/job/london/2027-client-and-product-graduate-rotational-program-emea/45831/97150826688)."
  },
  {
   "company": "Candesic",
   "program_or_role": "Graduate analyst applications",
   "reason": "General invitation to graduates did not establish a specific current vacancy."
  },
  {
   "company": "China-Britain Business Council",
   "program_or_role": "Senior Policy Analyst / junior trade opportunities",
   "reason": "Located a senior policy opening, but no current suitable junior UK vacancy verified."
  },
  {
   "company": "Cognosis",
   "program_or_role": "Strategy Consulting Graduate Programme — September 2027",
   "reason": "Employer wording excludes candidates holding visas as well as those needing sponsorship. James holds a BNO visa, so no-sponsorship eligibility cannot be assumed. [Employer page](https://www.cognosis.co.uk/careers/strategy-consulting-september-2026-graduate-programme)."
  },
  {
   "company": "Deutsche Bank",
   "program_or_role": "Graduate Programme — Management Consulting",
   "reason": "VERIFIED 10 Oct 2026: DB Management Consulting appears ONLY under the 2027 Summer Internship on the official careers table (careers.db.com/students-graduates/your-application), NOT the Graduate Programme. Collector conflated internship with graduate track.",
   "source_url": "https://careers.db.com/students-graduates/your-application/"
  },
  {
   "company": "Deutsche Bank",
   "program_or_role": "Graduate Programme — Private Bank",
   "reason": "VERIFIED 10 Oct 2026: no Private Bank row in the official 2027 Graduate Programme table (only IBCM, FIC, CRO/Group Audit/TDI). Could not verify a live graduate requisition.",
   "source_url": "https://careers.db.com/students-graduates/your-application/"
  },
  {
   "company": "EDF",
   "program_or_role": "Commercial Graduate — 2027",
   "reason": "Employer advert is marked expired. [Employer page](https://careers.edfenergy.com/job/commercial-graduate-in-london-jid-2282)."
  },
  {
   "company": "Elixirr",
   "program_or_role": "2027 Graduate Analyst",
   "reason": "Advert targets 2027 graduates; James completed his MSc in January 2026. Flexibility for earlier graduates was not verified. [Advert](https://builtinlondon.uk/job/2027-graduate-analyst/11279747)."
  },
  {
   "company": "Elixirr",
   "program_or_role": "Graduate Analyst 2026",
   "reason": "Located advert marked closed."
  },
  {
   "company": "Euromonitor",
   "program_or_role": "Analyst - London",
   "reason": "Indexed adverts located, but current employer vacancy and 0-2-year eligibility were not sufficiently verified."
  },
  {
   "company": "Fidelity International",
   "program_or_role": "Equity Research Graduate Programme 2027 — London",
   "reason": "Advert specifies graduating in 2027; January 2026 completion is not clearly accepted. [Employer advert](https://fidelityinternational.tal.net/vx/lang-en-GB/mobile-0/brand-5/xf-acd59df48e3d/candidate/so/pm/1/pl/1/opp/1406-Equity-Research-Graduate-Programme-2027-London/en-GB)."
  },
  {
   "company": "Haver Analytics",
   "program_or_role": "Entry Level Junior Business Analyst (Economic Data Group), London",
   "reason": "Requires Bachelors in economics/finance/data science + strong Python; BASM does not fit",
   "source_url": "https://uk.indeed.com/q-entry-level-junior-business-analyst-l-london-jobs.html"
  },
  {
   "company": "Impact Research",
   "program_or_role": "Graduate Research Executive",
   "reason": "Advertised deadline 2026-02-16 has passed."
  },
  {
   "company": "Ipsos",
   "program_or_role": "Graduate Research Executive - Healthcare / Medical Devices",
   "reason": "Advertised deadline 2026-08-24 has passed."
  },
  {
   "company": "Lloyds Banking Group",
   "program_or_role": "Corporate Banking & Markets Graduate Scheme 2027",
   "reason": "Closed 4 Oct 2026",
   "source_url": "https://www.efinancialcareers.com/jobs-UK-London-Corporate_Banking__Markets_Graduate_Scheme.id24766571"
  },
  {
   "company": "MSI",
   "program_or_role": "Sales Assistant - Mandarin Speaking",
   "reason": "Cached search result looked relevant, but direct LinkedIn opening redirected with expired_jd_redirect. Not verified as currently accepting applications."
  },
  {
   "company": "Marsh",
   "program_or_role": "UK Graduate Programme",
   "reason": "Retrieved employer pages contain older graduation/intake windows; a current UK 2027 programme was not verified. [Employer graduate hub](https://careers.marsh.com/global/en/marsh-graduate-uki-programs)."
  },
  {
   "company": "Mintel",
   "program_or_role": "Market Size Analyst - France / research analyst opportunities",
   "reason": "Could not establish complete language and entry-level requirements for a suitable current UK role; omitted rather than assuming eligibility."
  },
  {
   "company": "OCO Global",
   "program_or_role": "UK analyst opportunities",
   "reason": "Current careers listings did not provide a suitable UK junior analyst vacancy; the identified UK opening was a director role. [Careers page](https://www.ocoglobal.com/careers/)."
  },
  {
   "company": "Oliver Wyman",
   "program_or_role": "Data & Analytics Analyst — Newcastle 2027",
   "reason": "Requires quantitative/STEM degree (Data Science, Maths, Economics, Statistics, Engineering); BASM does not qualify",
   "source_url": "https://www.efinancialcareers.co.uk/jobs-UK-Newcastle_upon_Tyne-Oliver_Wyman_-_Data__Analytics_-_Analyst_-_Newcastle_2027.id24754737"
  },
  {
   "company": "Pattern",
   "program_or_role": "Marketplace Account Executive",
   "reason": "Current role requests a demonstrated B2B new-business selling track record and complex full-cycle sales capability; entry-level eligibility could not be established. [Employer advert](https://jobs.lever.co/pattern/2b8697f9-8495-4a59-83ba-5dde58ea0510)."
  },
  {
   "company": "PingPong Payments",
   "program_or_role": "UK junior commercial opportunities",
   "reason": "No suitable current UK 0-2-year vacancy verified. PingPong Digital, included above, is a separate marketing agency."
  },
  {
   "company": "Pricecheck",
   "program_or_role": "Junior Account Manager",
   "reason": "Bright Network advert explicitly marked closed despite continuing search indexing elsewhere."
  },
  {
   "company": "Q5",
   "program_or_role": "Junior Consultant - London",
   "reason": "Indexed role required 12-24 months of consulting/professional-services experience, but direct application verification encountered a redirect loop. Omitted because current availability was not adequately verified."
  },
  {
   "company": "QBE",
   "program_or_role": "Business Insurance Graduate Programme 2027",
   "reason": "Verified advert is an Australian programme with Australian/New Zealand residency conditions, not a UK opportunity. [Employer advert](https://qbe.wd3.myworkdayjobs.com/en-US/QBE-Careers/job/Business-Insurance-Graduate-Program-2027_358768)."
  },
  {
   "company": "Reckitt",
   "program_or_role": "Supply Future Leadership Graduate Scheme 2027",
   "reason": "Employer deadline was 2026-10-09 at 17:00, already passed. [Employer advert](https://careers.reckitt.com/job/Kingston-upon-Hull-Supply-Future-Leadership-Graduate-Scheme-East-HU1-1AA/1438417033/)."
  },
  {
   "company": "Revolut",
   "program_or_role": "Graduate Programme 2027 — Strategy & Operations",
   "reason": "Requires a 2:1 STEM degree and hands-on SQL, Python or R. Business degrees and Stata/SAS do not establish these requirements. [Employer advert](https://www.revolut.com/en-US/careers/position/f95a2dda-30a6-4fef-af87-db97199df832/)."
  },
  {
   "company": "Revolut",
   "program_or_role": "Graduate Programme 2027 — Product Owner, Technical",
   "reason": "Requires a First in specified relevant subjects and previous product/technology internship experience; neither is established by the supplied profile. [Employer advert](https://www.revolut.com/careers/position/graduate-programme-2027-product-owner-technical-554c4b14-c988-4c35-bd06-702acf4f36f7/)."
  },
  {
   "company": "Ryanair",
   "program_or_role": "Graduate Programme 2027",
   "reason": "Verified programme is based in Dublin, Ireland, outside this UK sweep. UK BNO work rights do not establish Irish work rights. [Employer programme](https://careers.ryanair.com/jobs/ryanair-grad-programme-2027/)."
  },
  {
   "company": "Savills",
   "program_or_role": "Building/Planning/Engineering Graduate Schemes 2027",
   "reason": "Property/RICS-specific, not business-fit",
   "source_url": "https://uk.jooble.org/jdp/-1713253890295170216"
  },
  {
   "company": "Survation",
   "program_or_role": "Trainee Research Executive",
   "reason": "Advertised deadline 2026-09-30 has passed."
  },
  {
   "company": "Taiwan Trade Centre London",
   "program_or_role": "Project Manager",
   "reason": "Found older indexed recruitment evidence, but could not verify a current vacancy or 0-2-year eligibility."
  },
  {
   "company": "The Harris Poll",
   "program_or_role": "Research Executive",
   "reason": "Employer vacancy endpoint returned 410 Gone; current availability not verified."
  },
  {
   "company": "Travelers",
   "program_or_role": "Underwriting Assistant - R48063",
   "reason": "Employer vacancy endpoint returned 404; current availability not verified."
  },
  {
   "company": "Undisclosed employers via Graduate Recruitment Bureau",
   "program_or_role": "Graduate Quantitative Research Executive; Graduate Systems Analyst; Junior Digital Media Analyst; Graduate Market Analyst",
   "reason": "Located closing dates were 2026-10-09, 2026-10-09, 2026-10-08 and 2026-10-06 respectively; all passed before this check."
  },
  {
   "company": "Virgin Atlantic",
   "program_or_role": "Engineering graduate scheme",
   "reason": "Engineering degree required",
   "source_url": "https://www.grimsbytelegraph.co.uk/news/uk-world-news/virgin-atlantic-jobs-scheme-resumes-7015020"
  },
  {
   "company": "WorldFirst",
   "program_or_role": "UK direct-entry commercial opportunities",
   "reason": "No suitable current full-time 0-2-year vacancy verified. Marketing internship was outside the requested full-time job scope."
  },
  {
   "company": "Mott MacDonald",
   "program_or_role": "2027 UK Graduate Digital Consultant Career Path",
   "reason": "Requires degree in Engineering/CS/IT/Data Science/Maths — James (BASM business) ineligible.",
   "source_url": "https://apply.mottmac.com/job/Brighton-2027-UK-Graduate-Digital-Consultant-Career-Path-Water/1372604857/"
  },
  {
   "company": "Capgemini Invent",
   "program_or_role": "Accelerate Programme – Business Technology Pathway 2027",
   "reason": "Early-2027 applications closed 9 October 2026 at 17:00. August/September/November 2027 applications open 15 October, after collection date; not open now.",
   "source_url": "https://www.capgemini.com/gb-en/careers/career-paths/careers-at-capgemini-invent/accelerate-programme/business-technology-accelerate-programme-pathway/"
  },
  {
   "company": "Capgemini Invent",
   "program_or_role": "Accelerate Programme – Enterprise Data & Analytics Pathway 2027",
   "reason": "February/April/June 2027 intake closed 9 October 2026 at 17:00; later 2027 intake opens 15 October. Not open on 11 October.",
   "source_url": "https://www.capgemini.com/gb-en/careers/career-paths/careers-at-capgemini-invent/accelerate-programme/enterprise-data-and-analytics-pathway/"
  },
  {
   "company": "Capgemini",
   "program_or_role": "Graduate Software Developer 2027",
   "reason": "Employer page now explicitly says the position has been filled, despite search results retaining the job title.",
   "source_url": "https://careers.capgemini.com/job/London-Graduate-Software-Developer-2027/1444710733/?ats=successfactors"
  },
  {
   "company": "Capgemini",
   "program_or_role": "SAP Graduate Technology Consultant Programme 2027 – Hove",
   "reason": "April 2027 advert is readable with an Apply now label, but its application link redirects to the generic careers homepage. Could not conclusively verify that applications are accepted now; conservatively excluded. Also requires five continuous years UK residence for SC clearance.",
   "source_url": "https://careers.capgemini.com/job/Hove-SAP-Graduate-Technology-Consultant-Programme-2027/1443169833/"
  },
  {
   "company": "Network Rail",
   "program_or_role": "IT and Business Services Graduate Scheme 2027",
   "reason": "Employer offers only registration of interest for 2027; 2026 scheme is closed. Registration is not an open vacancy.",
   "source_url": "https://www.earlycareers.networkrail.co.uk/scheme/it-and-business-services/"
  },
  {
   "company": "CGI",
   "program_or_role": "Business Graduate Programme 2027",
   "reason": "Employer explicitly states 2027 intake applications are not yet open.",
   "source_url": "https://www.cgi.com/uk/en-gb/careers/early-careers/graduates/business-graduates"
  },
  {
   "company": "CGI",
   "program_or_role": "Technical Graduate Programme 2027",
   "reason": "Employer explicitly states 2027 intake applications are not yet open.",
   "source_url": "https://www.cgi.com/uk/en-gb/careers/early-careers/graduates/technical-graduates"
  },
  {
   "company": "Publicis Sapient",
   "program_or_role": "Early Careers Consultant I – Strategy, Innovation & Transformation (March 2027)",
   "reason": "Live 2027 advert is for Sydney/Melbourne, Australia, with unrestricted Australian work rights required; outside UK scope.",
   "source_url": "https://careers.publicisgroupe.com/jobs/169804?lang=en-US"
  },
  {
   "company": "Thoughtworks",
   "program_or_role": "Thoughtworks University / graduate and career changer route",
   "reason": "Programme overview establishes training route, but no open UK vacancy with confirmed 2027 or 2026 H2 start was verified. Programme information alone is insufficient.",
   "source_url": "https://www.thoughtworks.com/careers/graduates"
  },
  {
   "company": "PA Consulting",
   "program_or_role": "UK consulting rotational and digital graduate routes",
   "reason": "UK graduate overview names routes and rolling autumn recruitment, but does not establish a specific open UK 2027-start vacancy. Cannot infer current availability from seasonal guidance.",
   "source_url": "https://www.paconsulting.com/careers/early-careers/uk-graduate-programmes"
  },
  {
   "company": "Capco",
   "program_or_role": "UK Associate Talent Program",
   "reason": "Employer overview gives minimum 2:1 and programme details, but no confirmed 2027 or 2026 H2 start in verified material. Not included as an undated intake.",
   "source_url": "https://www.capco.com/Careers/Entry-Level-ATP/UK-ATP"
  },
  {
   "company": "Kainos",
   "program_or_role": "Graduate routes: Technologist, Workday Consulting, Product Consulting and PMO",
   "reason": "Overview gives October or February application windows and summer/autumn starts without a confirmed intake year or live qualifying vacancy. Requires right to work without expiry or renewal and, for Digital Services roles, five years UK residence; BNO right to work alone does not establish these conditions.",
   "source_url": "https://careers.kainos.com/gb/en/graduate-opportunities"
  },
  {
   "company": "BJSS",
   "program_or_role": "Academy graduate routes",
   "reason": "Academy information describes engineering/consulting entry routes but does not verify an open UK 2027 or explicitly 2026 H2 vacancy.",
   "source_url": "https://www.bjss.com/academy"
  },
  {
   "company": "AND Digital",
   "program_or_role": "Graduate / entry-level opportunities",
   "reason": "Could not retrieve employer careers page or verify a dated open UK 2027 or 2026 H2 entry vacancy. No assumption made from employer name or generic search results.",
   "source_url": "https://www.and.digital/careers"
  },
  {
   "company": "IBM Consulting",
   "program_or_role": "UK entry-level consulting opportunities",
   "reason": "UK careers/search material did not establish an open Consulting role with confirmed 2027 or 2026 H2 start. July 2027 software engineering internships are not full-time graduate jobs.",
   "source_url": "https://www.ibm.com/uk-en/careers/search?field_keyword_05%5B0%5D=United+Kingdom&field_keyword_18%5B0%5D=Entry+Level&field_keyword_18%5B1%5D=Internship"
  },
  {
   "company": "Cognizant",
   "program_or_role": "UK & Ireland Consultancy / Technology graduate routes",
   "reason": "Employer early-careers overview describes programmes but no verified open UK vacancy with qualifying start date was found.",
   "source_url": "https://careers.cognizant.com/uki-en/pathways-to-cognizant/students-and-new-grads/"
  },
  {
   "company": "Sopra Steria",
   "program_or_role": "UK graduate digital / transformation routes",
   "reason": "Verified careers material did not establish a dated open UK 2027-start graduate vacancy. The 2027 Accelerateprogramme found in search is in Stockholm, outside UK scope.",
   "source_url": "https://careers.soprasteria.co.uk/uk/en/job-search"
  },
  {
   "company": "Faculty",
   "program_or_role": "AI Fellowship – including Product Associate pathway",
   "reason": "Employer page offers fellowship information and a sign-up form, without a verified qualifying intake date; short fellowship/placement rather than confirmed first full-time permanent role. No open UK 2027-start job was established.",
   "source_url": "https://faculty.ai/en-gb/fellowship-fellows"
  },
  {
   "company": "Peak AI",
   "program_or_role": "Graduate / early-career AI opportunities",
   "reason": "Careers page and historical graduate-scheme article did not establish an open 2027 or explicitly 2026 H2 intake. Avoided confusing Peak AI with unrelated gaming employer peak.com.",
   "source_url": "https://peak.ai/company/careers/"
  },
  {
   "company": "Version 1",
   "program_or_role": "Junior ServiceNow Consultant – Belfast",
   "reason": "Live employer entry-level vacancy verified, but no explicit 2027 or 2026 H2 start date. Requires three years UK residence for CTC clearance, technical degree or demonstrable aptitude and basic scripting; excluded on timing verification.",
   "source_url": "https://jobs.smartrecruiters.com/Version1/744000151416884?utm_medium=referral&utm_source=jointheintake"
  },
  {
   "company": "Hastings Direct",
   "program_or_role": "Commercial & Digital Graduate Programme 2027",
   "reason": "Employer says recruitment for 2027 schemes starts December 2026/January 2027, so not open on collection date.",
   "source_url": "https://www.hastingsdirectcareers.com/early-careers/commercial-digital-graduate-programme"
  },
  {
   "company": "PwC",
   "program_or_role": "Graduate Technology and AI 2027",
   "reason": "Employer programme overview gives September 2027 start, but linked live-job search did not expose a specific open vacancy. Could not verify open status from programme page alone.",
   "source_url": "https://jobs.pwc.co.uk/earlycareers/uk/en/graduate-technology-and-ai"
  },
  {
   "company": "Mott MacDonald",
   "program_or_role": "2027 UK Graduate Digital Consultant Career Path",
   "reason": "Requires degree in Engineering, Computer Science, IT, Data Science or Mathematics — James (BASM business) ineligible.",
   "source_url": "https://www.mottmac.com/en-gb/careers/explore-our-careers/2027-uk-graduate-digital-consultant-career-path-17290/"
  },
  {
   "company": "Mott MacDonald",
   "program_or_role": "2027 UK Graduate Information Management Career Path",
   "reason": "Business degree eligible but role requires security clearance (UK national or 5+ years UK residence) — James ineligible.",
   "source_url": "https://www.mottmac.com/en/careers/explore-our-careers/2027-uk-graduate-information-management-career-path-17301/"
  },
  {
   "company": "Capco",
   "program_or_role": "Next Generation Fellowship Programme (PhD)",
   "reason": "PhD graduates only — not a route for James.",
   "source_url": "https://www.iagora.com/work/en/offer/graduate-programme-united-kingdom-it/6423643"
  },
  {
   "company": "Capgemini",
   "program_or_role": "SAP - Graduate Technology Consultant Programme 2027",
   "reason": "Requires Security Check (SC) clearance mandating continuous UK residence for the last 5 years — James on BNO visa is ineligible.",
   "source_url": "https://targetjobs.co.uk/jobs/sap-graduate-technology-consultant-programme-2027-248349"
  },
  {
   "company": "Deloitte UK",
   "program_or_role": "Finance Transformation Consulting – Business Analyst (Full Time Graduate, Belfast)",
   "reason": "Applications closed on 2026-10-09 (verified closed on TargetJobs).",
   "source_url": "https://targetjobs.co.uk/jobs/finance-transformation-consulting-business-analyst-full-time-graduate-belfast-246301"
  },
  {
   "company": "Capco",
   "program_or_role": "Capco Associate Consulting Programme (September 2027 intake)",
   "reason": "Applications closed at midday Friday 16 September 2026.",
   "source_url": "https://boards.greenhouse.io/capco"
  },
  {
   "company": "MBDA",
   "program_or_role": "Digital Excellence Business Graduate Programme 2027",
   "reason": "Requires British citizenship or dual UK national with British citizenship for defence security clearance — James holds a BNO visa.",
   "source_url": "https://targetjobs.co.uk/jobs/digital-excellence-business-graduate-programme-2027"
  },
  {
   "company": "Thoughtworks",
   "program_or_role": "Technology Advisor Analyst (Manchester)",
   "reason": "Requires 4–6 years of professional experience in technology consulting / digital transformation — experienced hire, not entry-level.",
   "source_url": "https://www.thoughtworks.com/careers/jobs"
  },
  {
   "company": "Peak AI",
   "program_or_role": "Peak AI / UiPath Open Opportunities",
   "reason": "No active graduate or early-career scheme open in the UK; all live postings are experienced roles (Solutions Engineer, Account Manager, Senior Designer).",
   "source_url": "https://peak.ai/company/careers/uk/"
  },
  {
   "company": "Roboyo",
   "program_or_role": "UK Intelligent Automation Graduate / Junior Consultant",
   "reason": "No active graduate or entry-level scheme open in the UK as of October 2026; hiring experienced engineering and DevOps personnel only.",
   "source_url": "https://roboyo.global/careers/"
  },
  {
   "company": "Kubrick Group",
   "program_or_role": "Graduate Data & AI Consultant",
   "reason": "Current training cohorts are full; applications for live start are paused (register interest only for late intakes).",
   "source_url": "https://www.kubrickgroup.com"
  },
  {
   "company": "Simpson Associates",
   "program_or_role": "Graduate Microsoft Data Consultant 2026/2027",
   "reason": "Strictly requires a 2:1 or First in a STEM degree (Computer Science, Maths, Engineering); James holds a business MSc (BASM).",
   "source_url": "https://www.brightnetwork.co.uk/graduate-jobs/simpson-associates/graduate-microsoft-data-consultant-2026/"
  },
  {
   "company": "Stantec",
   "program_or_role": "Graduate PMO Consultant (Advisory Services) 2027",
   "reason": "Applications closed on 2026-08-12 (verified closed on TargetJobs).",
   "source_url": "https://targetjobs.co.uk/jobs/graduate-consultant-advisory-services-programme-management-235851"
  },
  {
   "company": "Lloyds Banking Group",
   "program_or_role": "Business & Commercial Banking Graduate Scheme",
   "reason": "Applications closed (verified 2026-10-11; third-party listing shows 'Applications are closed').",
   "source_url": "https://www.lloydsbankinggrouptalent.com/"
  }
 ],
 "collected_by": "muse",
 "collected_at": "2026-10-11"
}