Investment Banking & Capital Markets Professionals - AI Residency

New

ApturaFinance, AI Research

Remote globally, or in-person if based in LondonContractSenior

Salary not disclosed

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Job Details

Experience: 3–7 years

Requirements

3–7 years of experience in investment banking or capital markets at a bulge bracket or elite boutique firm.
Associate, VP, or Director level experience across M&A, industry coverage, ECM/DCM, leveraged finance, or syndicate.
Deep expertise in M&A deal structuring and valuation, equity or debt capital markets execution, sector-specific coverage, or syndicate/book-running.
Strong financial modeling skills, including LBO, 3-statement, and DCF analysis.
Comfort with complex transaction analysis, fairness opinions, and client-facing materials.
Ability to articulate investment banking judgment clearly and precisely in writing.
Genuine intellectual curiosity about the application of AI in financial services.

Responsibilities

Develop and iterate realistic prompts that you would ask a junior role to test the relevance and quality of AI-generated insights.
Systematically evaluate divergence between professional banking judgment and AI outputs across M&A, ECM, DCM, and leveraged finance contexts.
Translate how senior bankers evaluate transactions, structure deals, and advise clients through origination, execution, and close into problems that push the limits of AI reasoning.
Build and validate real-world transaction analyses, valuation frameworks, and deal materials used to evaluate frontier AI systems.

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