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Multilingual Outpatient Physician, Clinical Documentation – AI Evaluation
Weekday (YC W21). Review outpatient clinical notes, encounter summaries, and EHR documentation for accuracy, completeness, and clinical soundness .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in reviewing and annotating outpatient clinical documentation, ensuring accuracy and compliance with physician standards. Proficient in providing structured feedback and contributing to documentation guidelines while possessing advanced language skills for effective communication.
Highest-signal resume keywords
MD Or DOClinical Note WritingOutpatient ExperienceAdvanced Language ProficiencyFamiliarity With Epic
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
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Hard Skills
Clinical Documentation ReviewAI AnnotationNote AuditingDocumentation StandardsClinical Inaccuracy Identification
Soft Skills
Structured FeedbackClarifying QuestionsCommunication
Tools & Technologies
Epic
Industry Keywords
Outpatient SettingClinical PracticeAI/ML EvaluationDocumentation Quality
About the role
Key responsibilities & impact- Review outpatient clinical notes, encounter summaries, and EHR documentation for accuracy, completeness, and clinical soundness
- Evaluate AI-generated notes and summaries against actual physician documentation standards
- Annotate outpatient encounter data according to detailed guidelines
- Flag omissions, hallucinations, clinical inaccuracies, and documentation gaps in AI-generated output
- Provide structured written feedback for engineering and product teams
- Contribute expert input on annotation guidelines, documentation standards, and edge-case definitions
- Raise clarifying questions and help refine ambiguous guidelines
Requirements
What you’ll need- MD or DO, currently practicing in an outpatient or ambulatory setting — any specialty
- 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: Czech, Catalan, Danish, Dutch, Vietnamese, or Finnish
- Minimum availability of 10 hours/week
- Preferred: 2+ years of clinical practice post-residency
- Preferred: Familiarity with Epic
- Preferred: Experience with clinical documentation quality review, note auditing, or CDI exposure
- Preferred: Prior AI/ML annotation or model evaluation work experience
- Preferred: Experience documenting patient care in a language other than English
Benefits
Comp & perks- Remote work
- Part-time schedule
- Flexible scheduling designed around an active clinical practice
- Reasonable accommodations upon request