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AI Residency for Investment Banking & Capital Markets Professionals | Frontier AI Research

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Experience Level

Mid to Senior

Qualifications

Who You Are:3–7 years of experience in investment banking or capital markets at a prestigious firm (e.g., Goldman Sachs, Morgan Stanley, J. P. Morgan, etc.). Current or previous role at Associate, VP, or Director level in M&A, industry coverage, ECM/DCM, or leveraged finance. Robust expertise in at least one area of investment banking or capital markets.

About the job

About Mentis AI

Mentis AI brings together institutional finance expertise and advanced AI research. With offices in London and San Francisco, the team collaborates with top AI labs to improve model reasoning and decision-making for high-stakes financial scenarios.

About the AI Residency

This part-time residency is designed for experienced research analysts and portfolio managers in investment banking or capital markets. The program focuses on practical applications of advanced AI in real-world financial settings.

Key Responsibilities

  • Prompt Engineering: Develop and refine realistic prompts to test the relevance and quality of AI-generated insights.
  • Comparative Analysis: Systematically compare human judgment and AI outputs in M&A, ECM, DCM, and leveraged finance contexts.
  • Framework Development: Translate senior bankers' transaction evaluation and deal structuring methods into challenges that push AI reasoning.
  • Benchmark Construction: Build and validate real-world transaction analyses and valuation frameworks to measure the performance of advanced AI systems.

What Makes This Role Distinct

  • See firsthand how AI is changing deal workflows, from pitchbooks to financial modeling and closing transactions.
  • Shape how next-generation AI models approach transaction structuring, valuation, and capital markets execution as an investment banking professional.

About aptura

Mentis AI is a leader in the integration of institutional finance and advanced AI technology, working with top-tier financial firms and research institutions to redefine decision-making in finance.

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