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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 an active US medical license and possesses broad diagnostic and treatment 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 ReviewExam-Question ReviewMedical AnnotationQuality AssuranceVignette EvaluationScoring Clinical Reasoning QualityWriting RationalesGrading Answer Correctness
Soft Skills
Strong Written English
Certifications & Qualifications
MDDO
Industry Keywords
Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical EHR
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
- Participate in three independent blind reads followed by physician adjudication
- Complete project tasks by deadlines and according to 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 medical AI evaluation, clinical content or exam-question review, or medical annotation/QA experience 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 approximately 10–20 hours per week during active project phases and meet task deadlines and acceptance criteria
Benefits
Comp & perks- Part-time, project-based participation
- Paid per accepted task
- Effective rate up to $130/hr depending on qualification tier and task efficiency
