Mercor
Physicians with active inpatient practice review, annotate, and evaluate hospital clinical documentation to improve AI clinical documentation and decision-support tools. This multilingual role requires advanced proficiency in at least one additional language and offers flexible remote part-time work.
Key Responsibilities
- • Review inpatient documentation — H&Ps, daily progress notes, and discharge summaries — for accuracy, completeness, and clinical soundness
- • Evaluate AI-generated inpatient notes and summaries against what a practicing hospitalist would actually document
- • Annotate inpatient 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
Required
- • MD — hospitalist or internal medicine — with 2+ years post-residency and a current inpatient practice
- • US-based
- • Hands-on experience writing and reading at least one of the following: H&Ps, progress notes, discharge summaries
- • 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
- • 5+ years of experience post-residency
- • Familiarity with Epic
- • Prior AI/ML annotation or model evaluation work experience, with strong performance reviews
- • Experience documenting patient care in a language other than English
About the Role
Mercor is hiring practicing Inpatient Hospitalists (MD) on behalf of a healthcare AI partner building advanced clinical documentation and decision-support tools. In this role you will apply your active inpatient expertise to review, annotate, and evaluate hospital clinical documentation, directly shaping the accuracy, safety, and clinical usefulness of medical AI systems.
This role is designed for physicians with a current inpatient practice who write and read hospital documentation 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 inpatient documentation — H&Ps, daily progress notes, and discharge summaries — for accuracy, completeness, and clinical soundness
Evaluate AI-generated inpatient notes and summaries against what a practicing hospitalist would actually document
Annotation & Structured Feedback
Annotate inpatient 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 — hospitalist or internal medicine — with 2+ years post-residency and a current inpatient practice
US-based
Hands-on experience writing and reading at least one of the following: H&Ps, progress notes, discharge summaries
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
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
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