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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 multi-system diagnostic and treatment experience. Holds an active US medical license and possesses recent direct patient care experience, ensuring high-quality evaluation of clinical EHR vignettes.
Highest-signal resume keywords
Active US Medical LicenseMedical Degree (MD or DO)Board Certification or Completed Residency TrainingStrong Clinical ReasoningRecent Direct 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
Differential DiagnosisClinical ReasoningEvidence-Based Guidelines ApplicationVignette EvaluationAnswer Correctness Assessment
Soft Skills
Strong Written English
Certifications & Qualifications
Board Certification
Industry Keywords
Clinical EHRMulti-System Diagnostic ExperienceInternal MedicineFamily MedicineEmergency MedicineHospital MedicineMedical AI EvaluationClinical Content ReviewMedical AnnotationQuality Assurance
About the role
Key responsibilities & impact- Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor “trap” answers across diagnosis and treatment tasks
- Review cases spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
- 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
- Work through 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
- Prior medical AI evaluation, clinical content or exam-question review, or medical annotation/QA experience is a plus
- Strong written English (C1+)
- Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
- CV must be submitted in English and English proficiency level indicated
Benefits
Comp & perks- Paid per accepted task
- Rate depends on qualification tier and task-completion efficiency, up to the equivalent of $100/hr
- Part-time, non-permanent project-based work