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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, alongside a strong background in multi-system diagnostic and treatment experience. Holds an active US medical license and possesses direct patient care experience, ideally at the attending level.
Highest-signal resume keywords
Medical Degree (MD or DO)Active, Unrestricted US Medical LicenseBoard Certification or Completed Residency TrainingDirect Patient Care ExperienceClinical Reasoning Skills
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Differential DiagnosisNext-Step ManagementEvidence-Based Guidelines ApplicationClinical EvaluationMedical AnnotationQuality Assurance (QA)Vignette Accuracy AssessmentAnswer Correctness EvaluationClinical Reasoning ScoringRationale Writing
Soft Skills
Strong Written English (C1+)Attention to DetailAnalytical ThinkingEffective Communication
Certifications & Qualifications
Board Certification
Industry Keywords
Clinical EHRMedical AI EvaluationInternal MedicineFamily MedicineEmergency MedicineHospital MedicinePatient CarePhysician AdjudicationClinical Content ReviewExam-Question Review
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
- Complete three independent blind reads per case, followed by physician adjudication
- Complete qualification(s), join the project, submit tasks through the platform, and receive payment for approved tasks
- Choose which tasks to take and when to contribute
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 experience 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+)
- Must be a US-licensed physician based in an eligible US state
- 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- $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
- Fully self-scheduled: no minimum hours and no set schedule
- Flexible, time-limited project participation
- No patient contact and no malpractice exposure
- Remote work
- Earnings paid for completed and approved tasks at fixed per-task rates
- Higher per-task rate for QA and adjudication tasks
