Investment Banking Associate, AI Residency

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ApturaFinance
UK & EU; Location: London Secondary Locations: European Union Workplace: Remote; Bangalore-based, fully remoteContractMiddle
Salary not disclosed
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Job Details

Experience
3–4 years
Required Skills
Artificial IntelligenceWritten communication

Requirements

  • 3–4 years of IB or Corporate Finance experience at a top international bank (bulge bracket, elite boutique, top-tier global advisory).
  • Associate level; sector agnostic.
  • Strong modelling and valuation skills (DCF, LBO, comps, precedents).
  • Sharp written communication and attention to detail.
  • Genuine intellectual curiosity about AI in finance.

Responsibilities

  • Develop realistic, deal-relevant prompts and iterate on AI outputs to test reasoning quality.
  • Compare human vs. machine judgment: Systematically map where AI reasoning falls short of professional banker judgment.
  • Design frameworks: Translate how bankers navigate ambiguity, structure transactions, and stress-test assumptions into problems that challenge frontier AI.
  • Construct expert benchmarks: Build and validate real-world DCFs, LBOs, comps, and deal cases used to evaluate AI systems.
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