Investment Banking Associate

# Investment Banking Associate Frontier AI Lab
· Remote
· Full-time## Ready to see if you fit?

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Sign up to check your fit## About the role

Role

Title:

Investment Banking Associate Role Type:
Contractor

Location:

Remote Our team is engaging Investment Banking Associates to contribute their expertise to a project focused on building high-quality datasets that reflect authentic investment banking workflows. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.###

Scope of Work
• Design, author, and refine project tasks that simulate core investment banking activities such as pitch book construction, valuation analysis, market updates, deal comparables, and precedent transaction reviews.
• Develop and review complex financial models, including DCF, LBO, merger consequences, accretion/dilution, and trading/precedent comparables, ensuring analytical rigor and realism.
• Deliver written analysis on deal rationale, strategic fit, capital structure, and prevailing market conditions at a standard expected by investment banking decision makers.
• Evaluate and provide feedback on AI-generated outputs for accuracy, professional formatting, and alignment with authentic IB workflows as seen in analyst or associate deliverables.
• Collaborate with project leads to calibrate rubrics, quality standards, and address nuanced edge cases in financial reasoning and methodology.
• Ensure clarity, precision, and professionalism in all documentation and written communication, supporting the project's goal of training advanced language models.###

Preferred Qualifications
• 3–6+ years of hands-on experience in investment banking at a bulge-bracket, elite boutique, or leading middle-market platform (M&A, ECM, DCM, Lev Fin, or industry coverage).
• Completion of an MBA, Master’s in Finance, or equivalent advanced degree; graduates of top-tier programs (e.g. Wharton, LBS, INSEAD) are especially encouraged.
• Direct track record building financial models and pitch materials that were reviewed by Managing Directors or presented to clients.
• Exceptional written and verbal communication skills, with the ability to deliver clear, concise, and client-ready documentation and commentary.
• Demonstrated mastery in valuation judgement, deal analysis, and financial analysis techniques across a range of transaction types.
• Strong attention to detail with a commitment to delivering work that meets the highest standards of the investment banking profession.