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

Boron; United States; Remote; USD 83,000 - 138,000; Part time

Job summary

Mercor is seeking practicing Primary Care physicians (MD) to review, annotate, and evaluate clinical documentation for AI systems. The role focuses on outpatient notes written by PCPs and requires active clinical practice in the US, with multilingual abilities at advanced levels.

Remote, part-time engagement starts at a minimum of 10 hours per week and aligns with ongoing clinical schedules. The work involves evaluating AI-generated notes for accuracy, providing structured feedback, and

Qualifications

• MD with 2+ years post-residency and actively practicing primary care
• US-based clinician
• Direct experience writing outpatient clinical notes
• Advanced (C1+) proficiency in at least one non-English language from the list
• Minimum availability of 10 hours/week

Responsibilities

• Clinical Documentation Review: review notes, summaries, and EHR documentation for accuracy and clinical soundness
• Annotation & Structured Feedback: annotate data to guidelines and identify omissions, hallucinations, inaccuracies, and gaps
• Knowledge Contribution: provide input on guidelines and edge cases; raise clarifying questions for guidance refinement

Skills

Outpatient note writing

Advanced language proficiency (C1+)

Education

MD with 2+ years post-residency

Tools

Epic

Job description

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