Investment Banking | AI x Finance Residency (Part-time), UK & EU Full Time

Aptura bridges the gap between human and artificial intelligence. Founded by ex-Lazard and Partners Group professionals and headquartered in London and San Francisco, we bring real-world expertise from finance, healthcare, and law into AI model training. We partner with leading foundational AI labs to shape how the next generation of models reasons through complex financial problems the kind of judgment calls that define quality work in corporate finance.

The Opportunity

We’re expanding our India cohort and looking for sharp investment banking associates in Bangalore. As an AI Resident, you’ll apply your bulge-bracket training to a problem set that didn’t exist a few years ago: teaching frontier AI to reason like a banker across valuation, modelling, and deal analysis.

What We’re Looking For

• 3–4+ years of IB or Corporate Finance experience at a top international bank (bulge bracket, elite boutique, or top-tier global advisory).
• Strong financial modelling and valuation skills in Excel.
• Thorough understanding of financial statements, valuation, and financial modelling.
• Skilled at extracting and interpreting data from filings, earnings materials, and investor presentations.
• High attention to detail, with excellent summarisation and written communication skills.
• Able to produce structured analytical outputs with clear explanations of methodology.

Project Info

• Design and build financial analysis scenarios tailored to your area of expertise.
• Create annotated financial models that demonstrate analytical logic.
• Structure data extraction and analysis tasks from public company materials.
• Evaluate AI-generated outputs for accuracy and professional quality.
• Minimum 30+ hours per week.
• Remote, asynchronous contract.
• Contribute to a research initiative with a leading foundational AI lab; help enhance AI capabilities in corporate finance modelling.

Key Responsibilities

• Design and review challenging finance scenarios and prompts to advance AI reasoning.
• Build, adapt, and annotate financial models to highlight key logic and decision-making.
• Review and validate assigned tasks with a high level of accuracy.
• Maintain well-organised documentation and uphold internal standards.

What’s In It For You

• Contribute to the direction of AI in finance.
• Gain firsthand exposure to how AI models are trained and developed.
• Build specialised expertise at the intersection of finance and AI.
• Competitive pay.

Residency Structure

• Commitment: Minimum 30+ hours/week, flexible scheduling
• Location: Bangalore-based, fully remote and asynchronous
• Compensation: Competitive hourly rate, commensurate with experience
• Start date: Immediate / Rolling
• Referral bonus: for any successful referral hired into this role