Private Equity AI Research Contributor
Aptura · India
Infrastructureremote
At a glance
Highlights
- Build realistic IC and board decks to stress-test AI investment work.
- Turn investment and portfolio work into tasks with clear answers.
- Write precise yes-or-no checklists to grade AI deck attempts.
Ideal candidate
PE, private credit or corporate development operator who lives in IC decks and board materials and is curious to probe where AI helps or fails in real investment work.
Requirements
- 2+ years in private equity, growth equity, private credit or corporate development
- Deep hands-on PowerPoint with native charts, tables and corporate templates
- Ability to define what a correct deck looks like precisely enough for grading
- Clear writing with tasks written by you, not AI tools
- Attention to detail and willingness to learn AI and data concepts
- remote policy
- Remote in India
- hiring process
- Apply with details and CV, verify email, attend 30-minute group walkthrough, then submit original PowerPoint task with inputs and rubric for screening and review.
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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