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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 actively participating in the evaluation of medical AI tools and clinical content. Holds a valid US medical license and possesses a strong background in multi-system diagnostic and treatment experience.
Highest-signal resume keywords
US Medical LicenseMedical Degree (MD or DO)Board Certification or Completed Residency TrainingClinical Reasoning SkillsMedical 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 DiagnosisEvidence-Based Guidelines ApplicationVignette EvaluationAnswer Correctness AssessmentRationale WritingClinical Content ReviewMedical AnnotationQuality Assurance (QA)Patient Care
Soft Skills
Strong Written EnglishAttention to DetailTime Management
Industry Keywords
Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical EvaluationMedical AI ToolsPhysician AdjudicationBlind ReadsVignette AccuracyGrading Criteria
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 estimated at around 10–20 hours per week during active phases
- Improve medical AI tools through clinical evaluation
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; 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
- Tasks must be submitted by deadlines and meet listed acceptance criteria
Benefits
Comp & perks- Project-based participation
- Part-time, non-permanent project work
- Compensation up to the equivalent of $130/hr, paid per accepted task (not a base salary)
- Flexible workload based on project requirements during active phases