We are looking for Multilingual Primary Care Physician (MD) — Clinical Documentation & AI Evaluation candidates for a project delivered through Mercor.
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
- MD, with 2+ years post-residency, currently practicing primary care / family medicine / general internal medicine.
- US-based.
- Direct experience writing clinical notes in an outpatient setting.
- In addition to English, advanced (C1 or above) proficiency — speaking, listening, and writing — in at least one of the following languages: Spanish, Chinese (Mandarin), Chinese (Cantonese), Tagalog, Russian, Haitian Creole, Korean, Arabic, Portuguese, Polish, Japanese, Turkish, Italian, Ukrainian, Romanian, Finnish, French, Danish, Catalan, Hungarian, Czech, German, Bulgarian, Indonesian, Dutch.
- 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: Mercor. Applications continue on the provider's website.

