Investment Banking Associate, AI Residency (MBA) at Aptura

# Investment Banking Associate, AI Residency (MBA) at Aptura* Part-time* Remote, United KingdomApply nowAbout ApturaAptura is building reinforcement learning infrastructure that powers training for frontier models built by Anthropic, Open AI, Google Deepmind etc.We’re building a high-performance, people-first culture. We move quickly, think ambitiously, and set a high bar for ourselves, all while staying open, collaborative, and genuinely enjoyable to work with. At Aptura, the best ideas win regardless of who they come from, teams sit close to leadership, and every voice has a say in what comes next.The OpportunityIn this 3-month Internship, you will contribute your previous deal experience which will be used to help improve AI reasoning across investment banking workflows. The work involves generating, refining, and evaluating content that reflects how IB professionals think through transactions from origination and pitching through execution and close.In this role you willDraft realistic IB scenarios, prompts, and worked examples (pitch decks, comps, LBO models, CIMs, deal memos) that reflect real transaction workflowsEvaluate AI-generated outputs against how a skilled analyst or associate would actually reason, flagging gaps in logic, technical rigour, or judgmentRefine and rewrite model responses to improve their financial reasoning and structuringPartner closely with experts to translate domain expertise into training signal, giving feedback on what “good” looks like at each stage of a dealIdentify 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 fromThis role will be a great fit if youAre a current student or recent graduate with a minimum of one IB internship or full-time role at a bulge bracket or elite boutique (e.g., Goldman Sachs, Morgan Stanley, J.P. Morgan, Bank of America, Citi, Barclays, UBS, Deutsche Bank, Wells Fargo, Evercore, Moelis, Centerview, Lazard, Jefferies)Have a solid grounding in financial modelling, valuation methodologies (DCF, comps, precedent transactions), and deal mechanicsBring high attention to detail and intellectual honesty to say “this output is wrong” even when it looks polishedCommunicate sharply, can explain why a piece of reasoning is right or wrongAre comfortable with ambiguity and fast iterationHave genuine curiosity about AI, even without a technical backgroundHow we support youCompetitive salaries with an opportunity to join us full-timeModern, centrally located London office built for collaboration and focusAccess to a range of AI tools to boost productivity and maximise resultsMacBook, screens, and any equipment you need to perform at a high levelLogisticsLocation: In-person (remote options available)Start date: ImmediateReferral bonus: For any successful referral hired into this role#J-18808-Ljbffr…