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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in clinical reasoning and evaluation of medical vignettes, with a strong focus on diagnostic accuracy and treatment management. Holds an active medical license and possesses extensive experience in patient care and medical AI evaluation.
Highest-signal resume keywords
Medical Degree (MD or DO)Active, Unrestricted US Medical LicenseBoard Certification or Completed Residency TrainingStrong Clinical ReasoningRecent Direct Patient Care
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 Correctness AssessmentMedical AnnotationQuality Assurance
Soft Skills
Strong Written English
Tools & Technologies
Medical AI Evaluation Tools
Certifications & Qualifications
Board Certification
Industry Keywords
Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical Content Review
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 vignette accuracy and completeness, answer correctness and gradeability, whether the vignette reveals the answer, 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
- Complete project tasks within the project timeline and listed acceptance criteria
- Improve medical AI evaluation tools for technology companies
Requirements
What you’ll need- Medical degree (MD or DO)
- Active, unrestricted US medical license, verified at onboarding and re-checked monthly
- Actively practicing physician
- 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 evidence-based guidelines
- Strong written English (C1+)
- Prior medical AI evaluation, clinical content or exam-question review, or medical annotation/QA experience is a plus
- Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
Benefits
Comp & perks- Paid per approved task at a flat rate, about $35/hr equivalent based on estimated task time
- Flexible contribution schedule; choose when and how much to contribute
- Remote work from anywhere
- No patient contact
- No malpractice exposure
- $50 one-time onboarding reward after the first production task is approved
- QA and adjudication tasks paid at a higher rate
- Incentives for high-quality approved tasks
- Project-based participation built around clinical practice
