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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 and multi-system diagnostic experience, with a focus on evidence-based guidelines and accurate vignette evaluation. Holds an active medical license and board certification, ensuring compliance with medical standards and practices.
Highest-signal resume keywords
MD Or DOActive Unrestricted US Medical LicenseBoard CertificationClinical ReasoningMedical 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
Clinical ReasoningDifferential DiagnosisNext-Step ManagementEvidence-Based GuidelinesVignette EvaluationAnswer DisclosureTrap Quality AssessmentRationale WritingPatient CareMulti-System Diagnostic Experience
Soft Skills
Strong Written English
Certifications & Qualifications
Board Certification
Industry Keywords
Clinical EHRInternal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical Content ReviewExam-Question ReviewMedical AnnotationQuality AssurancePhysician Adjudication
About the role
Key responsibilities & impact- Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor “trap” answers across diagnosis and treatment tasks
- Assess vignettes spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
- Score clinical reasoning quality, vignette accuracy and completeness, answer disclosure, answer correctness and gradeability, and trap quality
- Verify that 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 with an 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
- CV must be submitted in English and English proficiency level indicated
Benefits
Comp & perks- Project-based participation
- Part-time project opportunities
- Compensation up to the equivalent of $60/hr, paid per accepted task