What the work is
About the Role
This role is designed for physicians who are currently practicing primary care, family medicine, or general internal medicine.
Key Responsibilities
Clinical Documentation Review
- Review clinical notes, encounter summaries, and EHR documentation for accuracy, completeness, and clinical soundness
- Evaluate AI-generated notes and summaries against what a practicing PCP would actually document
Annotation & Structured Feedback
- Annotate encounter data against detailed guidelines
- Flag omissions, hallucinations, clinical inaccuracies, and documentation gaps in AI-generated output
- Provide structured, written feedback that engineering and product teams can act on
Knowledge Contribution
- Contribute expert input on annotation guidelines, documentation standards, and edge-case definitions
- Raise clarifying questions where guidance is ambiguous and help refine the guidelines
Who gets hired
- MD, with 2+ years post-residency
- Currently practicing primary care / family medicine / general internal medicine
- US-based
- Available for a minimum of 10 hours/week through mid-November
Preferred Qualifications
- Prior AI/ML annotation or model evaluation work experience, with strong performance reviews
The platform posted this on 10 Oct 2026.