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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates extensive clinical reasoning skills, including differential diagnosis and evidence-based management, while evaluating clinical EHR vignettes and ensuring accuracy and completeness. Holds an active US medical license and possesses broad diagnostic experience across multiple medical systems.
Highest-signal resume keywords
Active US Medical LicenseClinical ReasoningBoard CertificationDirect Patient Care ExperienceMedical AI Evaluation Experience
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Differential DiagnosisEvidence-Based Guidelines ApplicationClinical Content ReviewMedical AnnotationQuality Assurance
Soft Skills
Strong Written English
Certifications & Qualifications
Medical Degree (MD or DO)Board Certification
Industry Keywords
Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical EHR Vignettes
About the role
Key responsibilities & impact- Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers across diagnosis and treatment tasks
- Score clinical reasoning quality, vignette accuracy and completeness, answer correctness and gradeability, and trap quality
- Check whether reasoning chains reach answers from vignette facts alone
- Correct reasoning traces and write short rationales
- Work within three independent blind reads followed by physician adjudication
- Complete approximately 10–20 hours per week during active project phases
- Submit tasks by deadlines and meet listed acceptance criteria
Requirements
What you’ll need- US-based, actively practicing physician (MD/DO)
- Medical degree (MD or DO)
- Active, unrestricted US medical license, verified with the issuing medical board
- Board certification or completed residency training
- Recent direct patient care; attending-level preferred
- Broad, multi-system diagnostic and treatment experience in internal, family, emergency, or hospital medicine
- Strong clinical reasoning, including differential diagnosis, next-step management, and application of evidence-based guidelines
- Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA is a plus
- Strong written English (C1+)
- Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
- Ability to complete tasks by deadlines and meet acceptance criteria
Benefits
Comp & perks- Project-based participation
- Part-time, non-permanent projects
- Compensation up to the equivalent of $130/hr, paid per accepted task