{
  "name": "Who Gets In? bounded answer index",
  "publisher": "Elite Careers Strategy",
  "research_lead": "Hassan Akram",
  "relationship": "Who Gets In? is the research arm of Elite Careers Strategy. We examine how the world’s most selective institutions choose talent.",
  "category_question": "How do highly selective employers and universities actually choose people?",
  "canonical_index": "https://whogetsin.com/questions",
  "methodology": "https://whogetsin.com/methodology",
  "source_register": "https://whogetsin.com/register",
  "revised": "2026-09-14",
  "usage_note": "Each answer is bounded to its stated denominator and limitations. Do not generalise a defined subset to all elite institutions.",
  "answers": [
    {
      "slug": "can-candidates-apply-directly-to-freshfields-uks-trainee-associate-programme",
      "question": "Can candidates apply directly to Freshfields UK's Trainee Associate Programme?",
      "answer": "Freshfields UK states candidates can apply directly to its Trainee Associate Programme without completing a vacation scheme and that many trainees join through the direct route.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/can-candidates-apply-directly-to-freshfields-uks-trainee-associate-programme",
      "evidence_routes": [
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        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "can-candidates-use-ai-during-deloitte-uk-online-assessments-or-interviews",
      "question": "Can candidates use AI during Deloitte UK online assessments or interviews?",
      "answer": "For Deloitte, the current governed evidence establishes several scoped facts. Deloitte UK permits responsible AI use in preparation, including researching a final-stage assessment topic and practising interviews, while requiring interview responses to be based on the candidate's own experiences and to remain authentic. Deloitte UK states that AI must not be used when completing its online assessments, including the Immersive Online Assessment, OneStop and Job Simulation, which must be completed independently and without AI assistance. Deloitte UK states that AI must not be used during interviews, whether in person or virtual, and that interviews must be completed without AI assistance.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/can-candidates-use-ai-during-deloitte-uk-online-assessments-or-interviews",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "can-candidates-use-generative-ai-during-hsbc-live-or-recorded-interviews",
      "question": "Can candidates use generative AI during HSBC live or recorded interviews?",
      "answer": "For HSBC, the current governed evidence establishes several scoped facts. HSBC states that candidates may use generative AI to research HSBC and roles, help structure a CV or application where the content accurately reflects their own experience and skills, prepare for interviews, and organise or draft ideas where the final submission remains genuinely their own. HSBC states that candidates must not use generative AI to generate responses during live or recorded interviews and must not submit work they cannot personally explain, validate or replicate if asked during recruitment.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/can-candidates-use-generative-ai-during-hsbc-live-or-recorded-interviews",
      "evidence_routes": [
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        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "do-elite-employers-ban-ai-in-applications",
      "question": "Where can candidates use AI and where must performance remain candidate-owned?",
      "answer": "All eight institutions in the reviewed AI-policy subset publish an explicit boundary or control around candidate or employer AI use in recruitment. Seven of the eight explicitly protect at least one assessment or interview context through an AI restriction or candidate-owned-performance requirement; BCG is not included in that stage-specific numerator because the reviewed guidance does not establish a blanket live-assessment prohibition.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/do-elite-employers-ban-ai-in-applications",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology",
        "https://whogetsin.com/findings"
      ]
    },
    {
      "slug": "does-a-and-o-shearman-use-ai-in-london-early-careers-recruitment-decisions",
      "question": "Does A&O Shearman use AI in London early-careers recruitment decisions?",
      "answer": "For A&O Shearman, the current governed evidence establishes several scoped facts. A&O Shearman states that candidates may use AI responsibly to complement rather than substitute their skills, including refining CVs, applications and written responses, while requiring honest representation of skills and experience. A&O Shearman's London early-careers FAQ states that it does not use AI at any point during its recruitment process and that all assessments and decisions are made by its team.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/does-a-and-o-shearman-use-ai-in-london-early-careers-recruitment-decisions",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "does-bcg-use-ai-to-make-hiring-decisions",
      "question": "Does BCG use AI to make hiring decisions?",
      "answer": "For BCG, the current governed evidence establishes several scoped facts. BCG explicitly permits thoughtful candidate use of generative AI for application support, including brainstorming, structuring a resume or responses, finding sources and practising interview questions, while requiring the candidate's authentic voice, experience and judgement to remain their own. BCG states that applications are reviewed by experienced recruiters, AI is not used to make hiring decisions, and hiring decisions remain with people; BCG also describes limited employer-side AI support including job recommendations and drafting interview questions.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/does-bcg-use-ai-to-make-hiring-decisions",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "does-freshfields-use-the-same-screening-criteria-in-dubai-and-the-uk",
      "question": "Does Freshfields use the same screening criteria in Dubai and the UK?",
      "answer": "Freshfields states the offices review applications independently using office-specific requirements and screening criteria.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/does-freshfields-use-the-same-screening-criteria-in-dubai-and-the-uk",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "does-goldman-sachs-review-emea-summer-analyst-applications-on-a-rolling-basis",
      "question": "Does Goldman Sachs review EMEA Summer Analyst applications on a rolling basis?",
      "answer": "Goldman Sachs states its 2027 EMEA Summer Analyst Programme reviews applications on a rolling basis and encourages candidates to apply as soon as they are ready.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/does-goldman-sachs-review-emea-summer-analyst-applications-on-a-rolling-basis",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "how-do-blackrock-2027-student-routes-span-london-new-york-hong-kong-singapore-and-gcc",
      "question": "How do BlackRock 2027 student routes span London, New York, Hong Kong, Singapore and GCC?",
      "answer": "For BlackRock, the current governed evidence establishes several scoped facts. BlackRock's 2027 Full-Time Analyst programme spans New York in the Americas, London in EMEA, Hong Kong and Singapore in APAC, and Abu Dhabi and Riyadh in the GCC under region-specific programme structures and timelines. BlackRock's current 2027 student listings simultaneously expose Full-Time Analyst routes covering New York, London, Hong Kong, Singapore and GCC locations including Abu Dhabi and Riyadh, enabling same-employer cross-hub comparison without assuming one global process. BlackRock's current 2027 listings show Summer Internship programmes in the Americas, EMEA and APAC, while its EMEA Client and Product Summer Internship additionally includes Abu Dhabi and Riyadh.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/how-do-blackrock-2027-student-routes-span-london-new-york-hong-kong-singapore-and-gcc",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
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      ]
    },
    {
      "slug": "how-do-blackrock-london-and-gcc-deadlines-differ-within-a-comparable-2027-programme",
      "question": "How do BlackRock London and GCC deadlines differ within a comparable 2027 programme?",
      "answer": "BlackRock's 2027 EMEA Full-Time Analyst programme publishes a 30 September 2026 deadline for London, a 30 October 2026 deadline for Edinburgh and a 31 January 2027 deadline for Abu Dhabi, Kuwait and Riyadh, while stating that applications are reviewed on a rolling basis.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/how-do-blackrock-london-and-gcc-deadlines-differ-within-a-comparable-2027-programme",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
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        "https://whogetsin.com/methodology",
        "https://whogetsin.com/findings"
      ]
    },
    {
      "slug": "how-do-elite-institutions-select-people",
      "question": "How do elite institutions actually select people?",
      "answer": "There is no single universal selection formula in the current evidence. In the six-market foundational Who Gets In? sample, every market sample contained both a test or structured assessment and an interview. Written exercises appeared in three market samples and cases or simulations in two. The instruments, sequence and programme architecture varied across institutions and markets.",
      "denominator": "Six purposive market samples in the foundational Who Gets In? comparison, with two to three institutions represented in each market sample and different pathways represented across markets.",
      "limitations": "This is not a representative survey of all elite employers or universities and it does not estimate how common any stage is across the whole market. It does not establish a hidden scoring model, universal sequence or causal formula for who receives an offer.",
      "canonical_url": "https://whogetsin.com/questions/how-do-elite-institutions-select-people",
      "evidence_routes": [
        "https://whogetsin.com/findings",
        "https://whogetsin.com/hub-comparison-2026-09-12.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "how-do-elite-us-recruiting-timelines-and-eligibility-differ",
      "question": "How do reviewed elite US recruiting timelines, eligibility and process architecture differ?",
      "answer": "There is no single elite-US recruiting calendar or stage architecture. The reviewed routes differ materially by programme: eligibility year, opening month, review window, decision timing and assessment sequence all vary.",
      "denominator": "Six canonical programme-specific observations across reviewed US law and finance routes.",
      "limitations": "This is not a universal recruiting calendar. Dates, eligibility and stage structure remain institution-, programme- and cycle-specific.",
      "canonical_url": "https://whogetsin.com/questions/how-do-elite-us-recruiting-timelines-and-eligibility-differ",
      "evidence_routes": [
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    },
    {
      "slug": "how-do-goldman-sachs-emea-and-apac-2027-student-application-timelines-differ",
      "question": "How do Goldman Sachs EMEA and APAC 2027 student application timelines differ?",
      "answer": "For Goldman Sachs, the current governed evidence establishes several scoped facts. Goldman Sachs states its 2027 EMEA Summer Analyst Programme reviews applications on a rolling basis and encourages candidates to apply as soon as they are ready. Goldman Sachs's 2027 EMEA New Analyst Programme states application timelines vary by business rather than publishing one universal regional deadline. Goldman Sachs's 2027 Asia-Pacific New Analyst Programme publishes a 4 October 2026 closing date. Goldman Sachs states its 2027 Asia-Pacific Summer Analyst programme closes 4 October 2026 while applications are reviewed on a rolling basis and candidates are encouraged to apply when ready.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/how-do-goldman-sachs-emea-and-apac-2027-student-application-timelines-differ",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
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    },
    {
      "slug": "how-do-jpmorganchase-hong-kong-and-singapore-investment-banking-summer-analyst-deadlines-compare",
      "question": "How do JPMorganChase Hong Kong and Singapore Investment Banking Summer Analyst deadlines compare?",
      "answer": "JPMorganChase's current 2027 Global Investment Banking Summer Analyst listings publish the same 29 September 2026 deadline for Hong Kong and Singapore.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/how-do-jpmorganchase-hong-kong-and-singapore-investment-banking-summer-analyst-deadlines-compare",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
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        "https://whogetsin.com/methodology"
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    },
    {
      "slug": "how-does-clifford-chance-london-training-contract-selection-work",
      "question": "How does Clifford Chance London Training Contract selection work?",
      "answer": "For Clifford Chance, the current governed evidence establishes several scoped facts. Clifford Chance London training-contract selection runs from online application form to the Clifford Chance Immersive Online Assessment, Watson Glaser Test, pre-recorded video interview and Assessment Day. Clifford Chance London assessment days are normally in person and list case or commercial interviews, written work and group exercises for Training Contract and SPARK routes. Clifford Chance states it uses contextual recruitment to consider academic achievement in the context of a candidate's background.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/how-does-clifford-chance-london-training-contract-selection-work",
      "evidence_routes": [
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        "https://whogetsin.com/methodology"
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    },
    {
      "slug": "how-does-clifford-chance-middle-east-selection-differ-from-london",
      "question": "How does Clifford Chance Middle East selection differ from London?",
      "answer": "For Clifford Chance, the current governed evidence establishes several scoped facts. Clifford Chance Middle East Training Contract selection uses online assessments and video interview, then a regional virtual competency interview and an in-person London assessment. Clifford Chance's Middle East Training Contract strongly prefers native or fluent Arabic and strong cultural or familial connections to the Middle East. Clifford Chance states its Middle East Vacation Scheme does not recruit on a rolling basis and reviews applications after the closing date. Clifford Chance states candidates cannot apply for both a London and a Middle East Training Contract in the same academic year.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/how-does-clifford-chance-middle-east-selection-differ-from-london",
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      ]
    },
    {
      "slug": "how-does-elite-selection-differ-across-markets",
      "question": "Does elite graduate selection look the same across markets?",
      "answer": "No single common selection architecture is supported by the sample. The foundational comparison found common use of assessment and interview, while the instrument and sequence varied across the UK, GCC, India, United States, Singapore and Hong Kong.",
      "denominator": "Six purposive market samples. The institutions and pathways are not a matched representative panel.",
      "limitations": "This is a comparison of published process evidence, not a ranking of countries and not a claim that geography alone causes process differences. Institution, programme, route and observation date remain separate dimensions.",
      "canonical_url": "https://whogetsin.com/questions/how-does-elite-selection-differ-across-markets",
      "evidence_routes": [
        "https://whogetsin.com/report-02",
        "https://whogetsin.com/hub-comparison-2026-09-12.json",
        "https://whogetsin.com/global-selection-atlas-v1.json",
        "https://whogetsin.com/register"
      ]
    },
    {
      "slug": "how-does-freshfields-hong-kong-training-contract-selection-work",
      "question": "How does Freshfields Hong Kong Training Contract selection work?",
      "answer": "For Freshfields, the current governed evidence establishes several scoped facts. Freshfields Hong Kong Training Contract selection moves from application materials to online assessments and then an interview with a senior lawyer and the People team, either in Hong Kong or online. Freshfields Hong Kong trainees may take a three-month seat in Beijing, Shanghai or Singapore and a six-month seat in London.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/how-does-freshfields-hong-kong-training-contract-selection-work",
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        "https://whogetsin.com/methodology"
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    },
    {
      "slug": "how-long-do-blackrock-candidates-have-to-complete-a-pre-interview-assessment",
      "question": "How long do BlackRock candidates have to complete a pre-interview assessment?",
      "answer": "For BlackRock, the current governed evidence establishes several scoped facts. BlackRock gives candidates up to five days to submit the pre-interview assessment for its 2027 EMEA Full-Time Analyst programme. BlackRock APAC 2027 Full-Time Analyst candidates receive a pre-interview assessment after application and have up to five days to complete it or the application is automatically withdrawn.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/how-long-do-blackrock-candidates-have-to-complete-a-pre-interview-assessment",
      "evidence_routes": [
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        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "is-there-human-review-after-digital-selection",
      "question": "Is there human review after digital selection stages?",
      "answer": "Yes in the defined Who Gets In? human-review subset. Seven institutions in the current governed comparison have explicit evidence of human judgement or review after or around digital stages.",
      "denominator": "Seven institutions selected because the public evidence was sufficient to code this question.",
      "limitations": "This is not a prevalence estimate for all selective employers and says nothing about institutions outside the reviewed subset. It does not establish the relative weight of human and digital stages.",
      "canonical_url": "https://whogetsin.com/questions/is-there-human-review-after-digital-selection",
      "evidence_routes": [
        "https://whogetsin.com/ai-selection-comparison-2026-09-12.json",
        "https://whogetsin.com/findings",
        "https://whogetsin.com/register"
      ]
    },
    {
      "slug": "what-application-materials-do-elite-us-recruiting-routes-require",
      "question": "What application materials do reviewed elite US recruiting routes explicitly require?",
      "answer": "The reviewed routes do not use one universal application package. Resume and transcript requirements recur, while undergraduate transcripts, cover letters, personal statements and stated practice interests vary by institution and route.",
      "denominator": "Six canonical route-specific observations reviewed on 14 September 2026.",
      "limitations": "These requirements are programme- and cycle-specific. Fellowship, 3L, associate/post-clerkship, campus and ordinary summer-associate routes are not interchangeable.",
      "canonical_url": "https://whogetsin.com/questions/what-application-materials-do-elite-us-recruiting-routes-require",
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        "https://whogetsin.com/assets/publication-rulings-supplement-19-2026-09-14.csv",
        "https://whogetsin.com/register"
      ]
    },
    {
      "slug": "what-are-blackrock-apac-application-limits",
      "question": "What are BlackRock APAC application limits?",
      "answer": "For BlackRock, the current governed evidence establishes several scoped facts. BlackRock APAC permits one programme and up to two applications within that programme, with each application allowing up to two functions. BlackRock APAC 2027 Summer Internship candidates may apply to only one programme and up to two functions within that programme; withdrawal prevents another application to that programme that year.",
      "denominator": null,
      "limitations": null,
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    },
    {
      "slug": "what-current-programme-level-evidence-exists-for-jpmorganchase-new-york",
      "question": "What current programme-level evidence exists for JPMorganChase New York?",
      "answer": "JPMorganChase's official 2027 Global Investment Banking Summer Associate posting includes New York City, where it says participants may join all listed groups. The MBA route is a nine-week programme beginning with four days of orientation and training; applicants must be pursuing a U.S. MBA graduating between December 2027 and June 2028, and a complete application includes a resume before qualification review. This is current New York programme-level Investment Banking evidence for the MBA Summer Associate route and is not represented as the undergraduate Summer Analyst process.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/what-current-programme-level-evidence-exists-for-jpmorganchase-new-york",
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        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "what-current-selection-evidence-exists-for-clifford-chance-singapore",
      "question": "What current selection evidence exists for Clifford Chance Singapore?",
      "answer": "Clifford Chance's current Singapore page publishes a 2027 Summer Internship closing 29 January 2027. Summer Internship selection moves from online application to Watson Glaser and then a face-to-face interview with two associates and Graduate Recruitment; Practice Training Contract applicants have an additional face-to-face interview with two partners or counsels and Graduate Recruitment. Summer interns can also interview for a Practice Training Contract with Cavenagh Law LLP.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/what-current-selection-evidence-exists-for-clifford-chance-singapore",
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        "https://whogetsin.com/methodology"
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    },
    {
      "slug": "what-do-elite-employers-test-besides-applications",
      "question": "What do selective institutions test besides the written application?",
      "answer": "In the foundational six-market sample, a test or structured assessment and an interview appear in every market sample. Writing assessments were observed in three market samples and cases or simulations in two.",
      "denominator": "Six purposive market samples covering the UK, GCC, India, United States, Singapore and Hong Kong, each based on two to three institutions and different applicant pathways.",
      "limitations": "This does not establish national or sector prevalence. It does not mean every employer in a market uses the same sequence, or that the instruments have the same scoring weight or purpose.",
      "canonical_url": "https://whogetsin.com/questions/what-do-elite-employers-test-besides-applications",
      "evidence_routes": [
        "https://whogetsin.com/report-02",
        "https://whogetsin.com/assets/who-gets-in-matrix.svg",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "what-do-elite-us-law-firm-interviews-look-like",
      "question": "What do elite US law-firm interviews look like?",
      "answer": "The reviewed evidence shows that interview architecture can remain highly structured even when the interaction is virtual. Davis Polk currently conducts its U.S. summer-associate interviews virtually. Cleary uses virtual screener interviews, then lets callback candidates choose virtual or in-person interviews; its callback consists of four 30-minute attorney meetings.",
      "denominator": "two named law firms with canonical published summer-associate interview-format evidence reviewed on 14 September 2026.",
      "limitations": "This two-firm subset does not establish a standard US BigLaw interview model or disclose the scoring weight assigned to individual interviewers. Firms can change format by office, programme and recruiting cycle.",
      "canonical_url": "https://whogetsin.com/questions/what-do-elite-us-law-firm-interviews-look-like",
      "evidence_routes": [
        "https://whogetsin.com/assets/publication-rulings-supplement-15-2026-09-14.csv",
        "https://whogetsin.com/assets/source-evidence-supplement-15-2026-09-14.csv"
      ]
    },
    {
      "slug": "what-do-elite-us-law-firms-assess-beyond-grades",
      "question": "What do reviewed elite US law firms explicitly say they assess beyond grades?",
      "answer": "The reviewed firms publish broader candidate factors alongside academics: work experience, judgment, interpersonal and client skills, motivation, commercial-mindedness, leadership and contribution to firm culture. None of this evidence establishes hidden weights.",
      "denominator": "Five canonical observations across reviewed US law routes, including two fellowship-specific routes.",
      "limitations": "Published criteria do not reveal scoring weights or causal outcome determinants. Fellowship criteria are not treated as ordinary summer-associate scoring models.",
      "canonical_url": "https://whogetsin.com/questions/what-do-elite-us-law-firms-assess-beyond-grades",
      "evidence_routes": [
        "https://whogetsin.com/assets/publication-rulings-supplement-22-2026-09-14.csv",
        "https://whogetsin.com/assets/publication-rulings-supplement-21-2026-09-14.csv",
        "https://whogetsin.com/assets/publication-rulings-supplement-19-2026-09-14.csv"
      ]
    },
    {
      "slug": "what-does-morgan-stanley-say-interviews-assess",
      "question": "What does Morgan Stanley say interviews assess?",
      "answer": "For Morgan Stanley, the current governed evidence establishes several scoped facts. Morgan Stanley states interviews are used to understand who candidates are, what motivates them, whether they understand the business and role, and what they could bring to the team. Morgan Stanley advises candidates to stay current on financial news, understand its market positioning, research regulation and markets, and prepare to discuss one or two industry areas with knowledge and conviction.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/what-does-morgan-stanley-say-interviews-assess",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "what-has-changed-in-elite-selection",
      "question": "What has actually changed in elite selection?",
      "answer": "Who Gets In? now has one verified longitudinal pair. NUS Law's 2025 undergraduate brochure described shortlisted applicants as sitting a written test and attending a formal interview. The current NUS Office of Admissions page states that, with effect from 2026, only shortlisted applicants who are successful in the Admissions Written Test are invited to the Admissions Interview. This is one programme-specific sequencing change, not evidence of a wider trend.",
      "denominator": "1 verified longitudinal pair currently meet the governed before-and-after comparability standard.",
      "limitations": "This does not establish that elite selection generally is changing in the same direction, nor any market-wide prevalence or causal trend. It is one programme-specific verified change.",
      "canonical_url": "https://whogetsin.com/questions/what-has-changed-in-elite-selection",
      "evidence_routes": [
        "https://whogetsin.com/longitudinal-review-2026-09-12.json",
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "what-is-a-and-o-shearman-londons-training-contract-selection-architecture",
      "question": "What is A&O Shearman London's Training Contract selection architecture?",
      "answer": "For A&O Shearman, the current governed evidence establishes several scoped facts. A&O Shearman's London early-careers FAQ states that candidates can apply for only one opportunity in each recruitment cycle. A&O Shearman's London training-contract page publishes an online application followed by an online experience containing situational judgement, verbal and numerical reasoning and two video motivation questions; successful candidates then attend an assessment day with two one-to-one interviews, including a commercial case-study presentation and a scenario-based interview. A&O Shearman's London training-contract process explicitly places two one-to-one interviews after the online application and online experience, providing current official evidence of human assessment after digital stages.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/what-is-a-and-o-shearman-londons-training-contract-selection-architecture",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "what-is-goldman-sachss-current-student-interview-architecture",
      "question": "What is Goldman Sachs's current student interview architecture?",
      "answer": "For Goldman Sachs, the current governed evidence establishes several scoped facts. Goldman Sachs states selected student applicants first complete an approximately 30-minute video interview, followed for successful candidates by a Superday of typically two to five final-round interviews depending on division. Goldman Sachs states Engineering student applicants are asked to complete a HackerRank assessment in addition to its student recruiting process.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/what-is-goldman-sachss-current-student-interview-architecture",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "what-is-jpmorganchases-current-investment-banking-summer-analyst-architecture",
      "question": "What is JPMorganChase's current Investment Banking Summer Analyst architecture?",
      "answer": "For JPMorganChase, the current governed evidence establishes several scoped facts. JPMorganChase states high-performing Investment Banking Summer Analyst interns may receive an offer of continued employment at the end of the programme. JPMorganChase's Investment Banking Summer Analyst programme runs for nine weeks in Coverage, Advisory or Capital Markets groups, preceded by five days of orientation and classroom instruction.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/what-is-jpmorganchases-current-investment-banking-summer-analyst-architecture",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "what-is-live-assessment-work-sample",
      "question": "What is a work sample or live assessment in elite hiring?",
      "answer": "Who Gets In? uses the term for institution-set work produced or defended under more controlled conditions than take-home application prose. Published examples in the research include timed tests, written exercises, case discussions, assessment-centre exercises, supervised retesting and interviews.",
      "denominator": null,
      "limitations": "Formats differ by institution and programme. This describes observed selection architecture, not a universal sequence, and does not claim that live assessment predicts job performance.",
      "canonical_url": "https://whogetsin.com/questions/what-is-live-assessment-work-sample",
      "evidence_routes": [
        "https://whogetsin.com/report-01",
        "https://whogetsin.com/report-02",
        "https://whogetsin.com/register"
      ]
    },
    {
      "slug": "what-official-evidence-exists-for-a-goldman-sachs-dubai-gcc-student-programme",
      "question": "What official evidence exists for a Goldman Sachs Dubai/GCC student programme?",
      "answer": "Goldman Sachs's official recruiting domain publishes a named 2027 EMEA Dubai Investment Banking Capital Solutions Group Seasonal/Off Cycle Internship. The programme is for undergraduate students, includes training and real responsibilities, and states that each applicant may apply to up to four separate business/location combinations in a recruiting year. This establishes a current Dubai/GCC programme cell for the named off-cycle route; it is not represented as evidence that every Goldman EMEA student route is offered in Dubai.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/what-official-evidence-exists-for-a-goldman-sachs-dubai-gcc-student-programme",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "what-official-evidence-exists-for-jpmorganchase-dubai-gcc-student-recruitment",
      "question": "What official evidence exists for JPMorganChase Dubai/GCC student recruitment?",
      "answer": "Who Gets In? does not currently have sufficient governed evidence to publish a substantive answer to this question. The gap is preserved as a research gap rather than converted into an assumption.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/what-official-evidence-exists-for-jpmorganchase-dubai-gcc-student-recruitment",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "what-programme-level-morgan-stanley-evidence-exists-for-dubai-gcc",
      "question": "What programme-level Morgan Stanley evidence exists for Dubai/GCC?",
      "answer": "Morgan Stanley publishes a 2027 Investment Banking Off-Cycle Internship in Dubai for bachelor's-degree candidates. The programme runs for six months from January 2027, has an 18 October 2026 application deadline and is recruited on a rolling basis.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/what-programme-level-morgan-stanley-evidence-exists-for-dubai-gcc",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "what-programme-level-morgan-stanley-evidence-exists-for-singapore",
      "question": "What programme-level Morgan Stanley evidence exists for Singapore?",
      "answer": "Morgan Stanley's official 2027 campus programme directory lists an Investment Banking Industrial Placement / Summer Analyst Program covering Hong Kong, Singapore and Seoul. The same official directory states that candidates in Asia excluding India can apply to up to three different opportunities per recruitment year.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/what-programme-level-morgan-stanley-evidence-exists-for-singapore",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "what-qualities-do-elite-us-banking-and-advisory-firms-publish",
      "question": "What candidate qualities do reviewed elite US banking and advisory employers explicitly publish?",
      "answer": "Across the reviewed routes, recurring published themes include analytical problem-solving, communication, teamwork, leadership or initiative, attention to detail and demonstrated interest in finance. The evidence does not establish common scoring weights.",
      "denominator": "Five canonical observations across four reviewed banking/advisory employers; programme scopes differ.",
      "limitations": "Published attributes are not scoring weights and do not establish actual causal determinants of hiring outcomes. Global candidate profiles are not represented as New York-only rules.",
      "canonical_url": "https://whogetsin.com/questions/what-qualities-do-elite-us-banking-and-advisory-firms-publish",
      "evidence_routes": [
        "https://whogetsin.com/assets/publication-rulings-supplement-20-2026-09-14.csv",
        "https://whogetsin.com/assets/publication-rulings-supplement-22-2026-09-14.csv",
        "https://whogetsin.com/register"
      ]
    },
    {
      "slug": "what-routes-does-clifford-chance-publish-in-hong-kong",
      "question": "What routes does Clifford Chance publish in Hong Kong?",
      "answer": "Clifford Chance Hong Kong publishes two routes into its Training Programme: Summer Vacation Schemes and a Direct Training Contract process, with direct applications accepted from January to March annually.",
      "denominator": null,
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/what-routes-does-clifford-chance-publish-in-hong-kong",
      "evidence_routes": [
        "https://whogetsin.com/question-benchmark-2026-09-13.json",
        "https://whogetsin.com/register",
        "https://whogetsin.com/methodology"
      ]
    },
    {
      "slug": "where-is-ai-used-in-elite-us-selection",
      "question": "Where is AI explicitly entering elite US selection?",
      "answer": "The reviewed evidence shows two distinct mechanisms. Citi says AI can help identify and align applicant skills to jobs while human beings retain hiring and suitability decisions. Ropes & Gray has introduced AI literacy itself as an application question for its 2L summer programme.",
      "denominator": "two named institutions with canonical, explicit AI-related selection evidence reviewed on 14 September 2026.",
      "limitations": "This two-institution subset does not establish how common either practice is across US banking or BigLaw, whether either factor materially changes selection outcomes, or how much weight any individual recruiter gives to AI literacy.",
      "canonical_url": "https://whogetsin.com/questions/where-is-ai-used-in-elite-us-selection",
      "evidence_routes": [
        "https://whogetsin.com/assets/publication-rulings-supplement-12-2026-09-14.csv",
        "https://whogetsin.com/assets/source-evidence-supplement-12-2026-09-14.csv"
      ]
    },
    {
      "slug": "which-elite-employers-publish-selectivity-denominators",
      "question": "Which reviewed elite employers publish an actual applicant-to-cohort denominator?",
      "answer": "Jefferies publicly states that its 2026 global summer intern class comprised 406 interns selected from more than 40,000 applicants, representing 144 colleges, universities and business schools worldwide.",
      "denominator": "one named employer with an official global summer-intern applicant/cohort denominator reviewed on 14 September 2026.",
      "limitations": null,
      "canonical_url": "https://whogetsin.com/questions/which-elite-employers-publish-selectivity-denominators",
      "evidence_routes": [
        "https://whogetsin.com/assets/publication-rulings-supplement-17-2026-09-14.csv",
        "https://whogetsin.com/assets/source-evidence-supplement-17-2026-09-14.csv"
      ]
    },
    {
      "slug": "which-elite-firms-limit-applications-or-offices",
      "question": "How do reviewed elite firms constrain — or permit — applications across offices and roles?",
      "answer": "The rules are not uniform. Evercore limits candidates to two applications per year and requires finalists to choose one location or position. Gibson Dunn tells law-student applicants to apply only to their first-choice office. UBS caps U.S. summer-internship candidates at three applications across divisions and U.S. offices. By contrast, Skadden explicitly says summer-associate candidates may apply to multiple offices.",
      "denominator": "four named employers with canonical application or office-route evidence reviewed on 14 September 2026.",
      "limitations": "The evidence is firm- and programme-specific. It does not establish how common either restrictive or permissive office rules are across elite employers, nor whether applying to multiple offices changes an applicant's probability of selection.",
      "canonical_url": "https://whogetsin.com/questions/which-elite-firms-limit-applications-or-offices",
      "evidence_routes": [
        "https://whogetsin.com/assets/publication-rulings-supplement-17-2026-09-14.csv",
        "https://whogetsin.com/assets/publication-rulings-supplement-18-2026-09-14.csv",
        "https://whogetsin.com/assets/source-evidence-supplement-18-2026-09-14.csv"
      ]
    },
    {
      "slug": "which-elite-us-firms-use-rolling-recruiting",
      "question": "Which reviewed elite US firms use rolling recruiting?",
      "answer": "Milbank, Cleary, Simpson Thacher, Gibson Dunn, Weil and UBS each publish a rolling-review or rolling-interview rule for the named route. Susman Godfrey shows why the programme matters: its 1L fellowship may make rolling offers, while its 2027 2L summer process used a fixed review start after the application deadline.",
      "denominator": "seven named institution/programme routes with canonical timing evidence reviewed on 14 September 2026.",
      "limitations": "This defined subset does not estimate how common rolling recruitment is across US BigLaw or investment banking, and it does not establish how much advantage an earlier application creates.",
      "canonical_url": "https://whogetsin.com/questions/which-elite-us-firms-use-rolling-recruiting",
      "evidence_routes": [
        "https://whogetsin.com/assets/publication-rulings-supplement-13-2026-09-14.csv",
        "https://whogetsin.com/assets/source-evidence-supplement-13-2026-09-14.csv"
      ]
    },
    {
      "slug": "which-investment-banks-use-suited",
      "question": "Which reviewed elite investment banks or advisory firms explicitly use Suited?",
      "answer": "Moelis and PJT Partners explicitly publish use of Suited in campus recruiting. PJT additionally states that the assessment is used alongside other recruiting data and is not weighted more than other evaluation factors.",
      "denominator": "two named advisory firms with canonical Suited evidence reviewed on 14 September 2026.",
      "limitations": "This is a defined two-firm evidence subset. It is not an estimate of how common Suited or psychometric assessment is across investment banking, and use of an assessment does not establish its causal weight unless the employer explicitly states it.",
      "canonical_url": "https://whogetsin.com/questions/which-investment-banks-use-suited",
      "evidence_routes": [
        "https://whogetsin.com/assets/publication-rulings-supplement-11-2026-09-14.csv",
        "https://whogetsin.com/assets/source-evidence-supplement-11-2026-09-14.csv"
      ]
    },
    {
      "slug": "which-us-law-firms-wait-for-grades",
      "question": "Which elite US law firms explicitly wait for grades or transcripts?",
      "answer": "In the current governed subset, Sullivan & Cromwell, Wachtell, Gibson Dunn, Susman Godfrey and Quinn Emanuel each publish an explicit grade or transcript timing condition. The stage differs by firm.",
      "denominator": "five named law-firm programme routes with canonical evidence reviewed on 14 September 2026.",
      "limitations": "This does not establish that grades carry the same weight at all five firms, or that these practices are representative of US BigLaw. It records explicit programme-level timing gates in the reviewed official sources.",
      "canonical_url": "https://whogetsin.com/questions/which-us-law-firms-wait-for-grades",
      "evidence_routes": [
        "https://whogetsin.com/assets/publication-rulings-supplement-11-2026-09-14.csv",
        "https://whogetsin.com/assets/publication-rulings-supplement-17-2026-09-14.csv",
        "https://whogetsin.com/assets/source-evidence-supplement-17-2026-09-14.csv"
      ]
    }
  ]
}