Multilingual Primary Care Physician (MD) - Clinical Documentation & AI Evaluatio
Sign up free to see how well your resume matches this role.
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 they're looking for
- 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 listed languages
- 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
Summarised by NextRaise from the employer’s description, which follows in full below.
Full description from employer
This role is for one of our clients
Compensation: $170-$190 per hour
We are 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.
Requirements
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
We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.
Company
Company facts come from this company's own listings. We only show what the postings themselves carry.