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

## 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