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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 guideline application, while evaluating clinical EHR vignettes and ensuring accuracy and completeness. Holds a valid US medical license and possesses broad diagnostic and treatment experience across multiple systems.
Highest-signal resume keywords
US Medical LicenseMedical Degree (MD or DO)Board CertificationClinical ReasoningPatient Care 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 DiagnosisClinical EvaluationEvidence-Based GuidelinesVignette ScoringRationale Writing
Soft Skills
Strong Written English
Certifications & Qualifications
Board Certification
Industry Keywords
Clinical EHRMedical AI EvaluationClinical Content ReviewExam-Question ReviewMedical Annotation
About the role
Key responsibilities & impact- Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers across diagnosis and treatment tasks
- Review cases spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
- 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
- Submit tasks by deadlines and meet listed acceptance criteria
Requirements
What you’ll need- US-based, actively practicing physician
- 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 experience; 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
- Strong written English (C1+)
- Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA is a plus
- Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
Benefits
Comp & perks- Paid per accepted task
- Compensation up to the equivalent of $35/hr, depending on qualification tier and task efficiency
- Part-time, project-based work
- Flexible workload during active project phases (estimated 10–20 hours per week)