Multilingual Primary Care Physician (MD) — Clinical Documentation & AI Evaluation

About this role

## About the Role Mercor is hiring **practicing Primary Care Physicians (MD)** on behalf of a healthcare AI partner building advanced clinical documentation and decision-support tools. In this role you will apply your day-to-day outpatient expertise to **review, annotate, and evaluate clinical documentation**, directly shaping the accuracy, safety, and clinical usefulness of medical AI systems. This role is designed for clinicians who are **currently practicing** primary care, family medicine, or general internal medicine and who write outpatient clinical notes as part of their regular work. **This is a multilingual cohort.** In addition to English, you must be able to speak, listen, and write in at least one other language at an **advanced (C1) level or above**. ## Key Responsibilities **Clinical Documentation Review** - 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 **Annotation & Structured Feedback** - 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 **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 ## Required Qualifications - **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** ## Preferred Qualifications - 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 ## Work Arrangement - Remote, part-time — minimum 10 hours/week - Flexible scheduling, designed around an active clinical practice

Eligible applicant countries

This role accepts applicants from:

• USA

Skills & domains

• ai-training
• rlhf
• sme
• annotation
• Medicine