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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 next-step management, alongside a strong foundation in multi-system diagnostic and treatment experience. Holds an active, unrestricted US medical license and possesses a medical degree (MD or DO) with board certification or completed residency training.
Highest-signal resume keywords
Active US Medical LicenseMedical Degree (MD/DO)Board CertificationClinical ReasoningMedical AI Evaluation 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
Differential DiagnosisNext-Step ManagementEvidence-Based Guidelines ApplicationClinical Content ReviewMedical AnnotationQuality Assurance (QA)Vignette EvaluationScoring Clinical Reasoning QualityWriting RationalesPatient Care Experience
Soft Skills
Strong Written English
Industry Keywords
Clinical EHRCardiovascular SystemNervous SystemHematologic SystemRespiratory SystemDigestive SystemUrinary SystemReproductive SystemMusculoskeletal SystemIntegumentary System
About the role
Key responsibilities & impact- Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor “trap” answers across diagnosis and treatment tasks
- Assess vignettes spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
- Score clinical reasoning quality, vignette accuracy and completeness, answer disclosure, 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
- Submit tasks by deadlines and meet listed acceptance criteria
Requirements
What you’ll need- US-based, actively practicing physician (MD/DO)
- Medical degree (MD or DO)
- Active, unrestricted US medical license, verified with the issuing medical board
- Board certification or completed residency training
- Recent 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
- Must not be a medical student, unlicensed medical graduate, non-physician clinician, or non-clinical healthcare professional
Benefits
Comp & perks- Paid per accepted task
- Compensation up to the equivalent of $130/hr, depending on qualification tier and task efficiency
- Project-based work with an estimated 10–20 hours per week during active phases
- Part-time, non-permanent project participation