Ex-IB MBA Intern
Aptura · London
Infrastructureonsiteintern
At a glance
Highlights
- Build DCFs, comps, precedent transactions and LBOs to live-mandate standard.
- Review banking work and AI analysis, pinpointing exactly why it holds or fails.
- Partner with research team turning banker reasoning into AI training data.
Ideal candidate
Ex-investment banker with 2+ years at a top firm who holds an uncompromising quality bar and can articulate exactly why analysis works. Curious about AI and motivated to shape how models learn professional reasoning.
Requirements
- 2+ years in investment banking at a bulge bracket or elite boutique
- Expert knowledge of modelling, valuation and deal mechanics
- High quality bar and attention to detail
- Ability to explain why reasoning is right or wrong
- Curiosity about AI (no technical background required)
- remote policy
- Remote available
Lab profile
About Aptura
Builds evaluation datasets and RL environments to make AI reliable in finance, healthcare, and legal.
What they build
- Evaluation datasets for regulated domains
- RL environments for high-stakes tasks
- Expert-curated training data and calibrated rubrics
Known for
- Research partner to Anthropic, OpenAI, Google DeepMind
- Specialization in finance, healthcare, and legal
- Clinician expert network for medical oversight
Key facts
- Based in London
- Small, lean team
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