Equity Research AI Research Contributor
Aptura · Global
Infrastructureremotemid-level
At a glance
Highlights
- Build realistic Excel modelling tasks from equity research workflows.
- Test frontier AI models on earnings models and SOTP valuations.
- Turn buy-side and sell-side expertise into AI evaluation rubrics.
What they offer
- 4-6 week contractor engagement with weekly task-based payments
- Fully remote work on your own schedule
Ideal candidate
Detail-oriented equity research professional who builds rigorous Excel models and is frustrated by AI errors. Eager to shape AI evaluation with realistic, hands-on analyst work.
Requirements
- 3+ years in sell-side or buy-side equity research covering a defined sector
- Deep hands-on Excel for earnings models, calendarisation, SOTP valuation and data packs
- Strong written English communication skills with attention to detail
- Experience using AI tools and willingness to learn AI evaluation concepts
- remote policy
- fully remote
- hiring process
- Apply with CV, join a 30-minute group walkthrough, then submit an original task brief with workbooks and yes-or-no rubric for reviewer approval.
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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