Role Description & Scope
## About the Role
our verified AI client 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