Investment Banking Associate, AI Residency (Early Careers)

📋 Description

• • Contribute previous deal experience to improve AI reasoning across investment banking workflows.
• • Draft realistic IB scenarios, prompts, and worked examples that reflect real transaction workflows.
• • Evaluate AI-generated outputs against how a skilled analyst or associate would actually reason, flagging gaps in logic, technical rigour, or judgment.
• • Refine and rewrite model responses to improve their financial reasoning and structuring.
• • Partner closely with experts to translate domain expertise into training signal, giving feedback on what "good" looks like at each stage of a deal.
• • Identify edge cases and failure modes specific to IB workflows (e.g., sector-specific modelling conventions, regulatory nuance, negotiation dynamics).
• • Help document and systematise IB best practices into reusable frameworks model can learn from.
• • This role will be a great fit if you
• • Are a current student or recent graduate with a minimum of one IB internship or full-time role at a bulge bracket or elite boutique.
• • Have a solid grounding in financial modelling, valuation methodologies (DCF, comps, precedent transactions), and deal mechanics.
• • Bring high attention to detail and intellectual honesty to say "this output is wrong" even when it looks polished.
• • Communicate sharply, can explain why a piece of reasoning is right or wrong.
• • Are comfortable with ambiguity and fast iteration.
• • Have genuine curiosity about AI, even without a technical background.
• • How we support you
• • Competitive salaries with an opportunity to join us full-time.
• • Modern, centrally located London office built for collaboration and focus.
• • Access to a range of AI tools to boost productivity and maximise results.
• • MacBook, screens, and any equipment you need to perform at a high level.
• • Logistics
• • Location: In-person (remote options available).
• • Start date: Immediate.
• • Referral bonus: For any successful referral hired into this role.