Real Estate AI Research Contributor
Aptura · Global
Infrastructureremote
At a glance
Highlights
- Turn real acquisition and development modeling work into tasks that test frontier AI.
- Build correct answers and precise yes-or-no rubrics to grade AI attempts.
- Help teach AI agents to produce work usable in daily real estate workflows.
What they offer
- Weekly payments following task completion
- Fully remote work on own schedule
- Multiple tasks available after qualifying with first task
Ideal candidate
A hands-on real estate investment or lending professional who lives in deal models and is frustrated by AI errors. Detail-oriented and curious about AI, you enjoy turning messy real work into clear, testable tasks.
Requirements
- 3+ years in real estate private equity, development, REITs or lending covering office, residential, industrial, retail, hospitality or data centres
- Deep hands-on Excel modeling including acquisition, development, promote waterfalls, circular references and goal seek
- Strong written English communication skills with high attention to detail
- Willingness to learn AI and evals concepts
- remote policy
- Fully remote on own schedule
- hiring process
- Apply with details and CV, choose a 30-minute group walkthrough, submit original task brief with input workbooks for AI testing and reviewer sign-off.
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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