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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, alongside a strong background in evaluating medical AI tools and clinical content. Holds an active US medical license and board certification, with direct patient care experience in various medical specialties.
Highest-signal resume keywords
Medical Degree (MD or DO)Active, Unrestricted US Medical LicenseBoard Certification or Completed Residency TrainingStrong Clinical ReasoningDirect Patient Care 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 GuidelinesMedical AI EvaluationClinical Content ReviewExam-Question ReviewMedical AnnotationQuality Assurance (QA)Vignette EvaluationAnswer Correctness Assessment
Soft Skills
Strong Written English (C1+)
Industry Keywords
Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical VignettesDiagnosis and Treatment TasksPhysician AdjudicationTask-Based Project WorkReasoning ChainsTrap Quality
About the role
Key responsibilities & impact- Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor 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 and physician adjudication
- Complete flexible, task-based project work through the platform
- Pass qualification(s), complete approved tasks, and improve medical AI tools
Requirements
What you’ll need- Medical degree (MD or DO)
- Active, unrestricted US medical license, verified at onboarding and re-checked monthly
- Board certification or completed residency training
- Direct patient care experience; 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, or non-clinical healthcare titles
Benefits
Comp & perks- Earnings per approved task: a fixed rate for each task, set in advance
- Fully self-scheduled: no minimum hours and no set schedule
- Remote work
- No patient contact and no malpractice exposure
- $50 one-time onboarding reward, paid once your first task on the project is approved
- Quality incentives: additional earnings for high-quality approved tasks, on terms set out in the project guidelines
