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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 cases, with a focus on improving medical AI systems through rigorous assessment of clinical content and diagnostic accuracy. Holds a valid US medical license and possesses extensive experience in direct patient care across 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 DiagnosisNext-Step ManagementEvidence-Based GuidelinesClinical Case EvaluationMedical AnnotationQuality Assurance (QA)Vignette Accuracy AssessmentAnswer Correctness EvaluationRationale Writing
Soft Skills
Strong Written English (C1+)
Industry Keywords
Medical AI EvaluationInternal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical Content ReviewExam-Question ReviewPatient Care ExperiencePhysician AdjudicationBlind Reads
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 and physician adjudication
- Complete project tasks through the platform and submit them for approval
- Improve medical AI systems through clinical case evaluation
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 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+)
- Must be a US-licensed physician based in an eligible US state
- Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
Benefits
Comp & perks- Earnings per approved task at a fixed rate set in advance
- Fully self-scheduled work with no minimum hours or set schedule
- Remote work
- No patient contact and no malpractice exposure
- $50 one-time onboarding reward, paid once the first task is approved
- Quality incentives: additional earnings for high-quality approved tasks
- Flexible contribution around other commitments
- No time tracking or hour logging
- Higher per-task rates for QA and adjudication tasks
