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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 guidelines application, while evaluating clinical EHR vignettes and improving AI tools. Holds an active US medical license and possesses broad diagnostic and treatment experience across multiple medical systems.
Highest-signal resume keywords
Active US Medical LicenseMedical Degree (MD or DO)Board Certification or Completed Residency TrainingStrong Clinical ReasoningExperience in Medical AI Evaluation
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 Guidelines ApplicationClinical Content ReviewExam-Question ReviewMedical AnnotationQuality Assurance
Soft Skills
Strong Written English (C1+)Ability to Meet Deadlines
Tools & Technologies
AI Tools
Certifications & Qualifications
Board CertificationActive, Unrestricted US Medical License
Industry Keywords
Clinical EHRPatient CareInternal MedicineFamily MedicineEmergency MedicineHospital Medicine
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 reaches answers from vignette facts alone
- Correct reasoning traces and write short rationales
- Participate in three independent blind reads followed by physician adjudication
- Improve AI tools through evaluation of clinically complex benchmark items
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
- Ability to work on part-time, non-permanent projects and submit tasks by deadlines meeting acceptance criteria
Benefits
Comp & perks- Paid per accepted task
- Up to the equivalent of $130/hr, depending on qualification tier and task efficiency
- Part-time, project-based work