Multilingual Inpatient Hospitalist (MD) - Clinical Documentation & AI Evaluation

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 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

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.