Commercial real estate professionals (5-10+ years as broker, appraiser, or property manager) to provide expert input on feasibility studies, lease agreements, and property valuations for AI training. $40-65/hr.
Real Estate Appraisal — Visual Document Understanding
Job description
About Mercor
Mercor partners with leading AI labs and enterprises to train frontier models using human expertise, building high-quality datasets and evaluation environments across reasoning, multimodal understanding, and real-world professional domains.
Role Overview
Mercor is seeking real estate appraisal experts to contribute to a benchmark dataset project focused on visual document understanding and instruction-following. This role involves designing complex, grounded tasks with clearly defined ground-truth outputs and objective evaluation rubrics for AI benchmarking.
Responsibilities
- Author complex evaluation tasks in the real estate appraisal domain
- Work with visual and document-based inputs (e.g., appraisal reports, property documents, valuation records)
- Define clear and verifiable ground-truth answers
- Design objective evaluation rubrics for AI benchmarking tasks
- Evaluate AI model outputs for correctness and instruction adherence
- Ensure tasks are realistic, structured, and domain-grounded
- Support dataset quality for AI training and evaluation systems
Engagement Details
- Part-time contract — fully remote
- Approximately 15–20 hours per week, flexible schedule
- Project-based assignment
- US and Canada-based candidates only
Compensation & Payment
- $50/hour — weekly payments via Stripe or Wise
- Independent contractor engagement; no H-1B or STEM OPT support
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