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Transaction Advisory AI Research Contributor

Aptura · India

Infrastructureremote
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At a glance

Highlights

  • Turn real data rooms and market data into decks that test AI advisory work.
  • Build PowerPoint tasks from source docs, templates and precise edits.
  • Help reveal where AI helps or falls short in professional finance work.

Ideal candidate

Former Big 4 deal advisory or strategy consultant who lives in PowerPoint and cares about decision-grade decks. Detail-obsessed, curious about AI's limits, and motivated to turn real deal work into rigorous tests.

Requirements

  • 2+ years in transaction services, valuations, commercial due diligence or strategy consulting
  • Deep hands-on PowerPoint with native charts, tables and corporate templates
  • Ability to define what a correct deck looks like precisely enough to grade
  • Clear writing with original human-authored tasks and materials only, no AI tools
  • Attention to detail and willingness to learn AI and data concepts
remote policy
fully remote
hiring process
Apply with details and CV, verify email and book a 30-minute group walkthrough, attend to unlock workspace, then create and submit one original 45-minute 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
More about Aptura →
Apply on the lab’s site ↗

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