We are looking for Multilingual Primary Care Physician (MD) — Clinical Documentation & AI Evaluation candidates for a project delivered through the hiring partner.
What you'll do
- Review outpatient 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
- Annotate outpatient 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
- Contribute expert input on annotation guidelines, documentation standards, and edge-case definitions
- Raise clarifying questions where guidance is ambiguous and help refine the guidelines
What you need
- Currently practicing primary care, family medicine, or general internal medicine
- Direct experience writing clinical notes in an outpatient setting
- Minimum availability of 10 hours/week
Nice to have
- 5+ years of experience post-residency
- Familiarity with Epic
- Experience with clinical documentation quality review, note auditing, or CDI exposure
- Prior AI/ML annotation or model evaluation work experience, with strong performance reviews
- Experience documenting patient care in a language other than English
Who you work with
Project and contracting process: the hiring partner. Applications continue on the provider's website.

