aptura - Private Equity & Growth Equity, AI Residency (Part-time) | Frontier AI Research, EMEA
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Requirements
• Hands-on exposure to how rapidly AI is reshaping deal workflows, from screening and diligence to portfolio monitoring and exit preparation. • You will be among the first investment professionals to work directly on how frontier AI models reason about private markets. • 3 to 7 years of experience in PE or Growth Equity at a renowned large-cap or upper-middle market fund in Europe or the US • Associate, VP, or Principal level; industry agnostic. • Strong modeling and valuation skills with experience across the full deal lifecycle. • Genuine intellectual curiosity about application of AI in finance • Residency Structure • Commitment: 15+ hours/week, flexible scheduling • Location: Remote globally, or in-person if based in London • Compensation: Hourly rate depending on experience • Start date: Immediate / Rolling
Responsibilities
• Prompt: Develop and iterate realistic prompts that you would ask a junior role to test the relevance and quality of AI-generated insights. • Compare human vs. machine judgment: Systematically evaluate divergence between professional investment reasoning and AI outputs. • Design frameworks: Translate how investors navigate uncertainty, stress assumptions, and structure transactions into problems that push the limits of AI reasoning. • Construct expert benchmarks: Build and validate real-world financial models, returns analyses, and investment cases used to evaluate frontier AI systems.
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