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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 actively practicing as a physician. Holds a valid medical degree and license, with experience in evaluating clinical content and patient care.
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 DiagnosisEvidence-Based GuidelinesVignette EvaluationAnswer Correctness AssessmentRationale WritingProject ManagementPatient CareMulti-System Diagnostic ExperienceTreatment Experience
Soft Skills
Strong Written English
Industry Keywords
Clinical EHRMedical AnnotationExam-Question ReviewQuality AssuranceInternal 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 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-based tasks within stated timelines and acceptance criteria
Requirements
What you’ll need- Actively practicing physician with a medical degree (MD or DO)
- Active, unrestricted US medical license, verified at onboarding and re-checked monthly
- 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
- Strong written English (C1+)
- Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA is a plus
- Not suitable for medical students, unlicensed medical graduates, non-physician clinicians (NPs, PAs, nurses, pharmacists), or non-clinical healthcare titles
Benefits
Comp & perks- Paid per approved task, about $100/hr equivalent; one flat rate for every approved task
- Flexible contribution schedule; choose when and how much to contribute
- Contribute anytime, from anywhere
- No patient contact and no malpractice exposure
- $50 one-time onboarding reward, paid once your first production task is approved
- Additional earnings for high-quality approved tasks
- QA and adjudication tasks are paid at a higher rate
