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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 patient care. Proficient in evaluating clinical content and medical AI, with a focus on accuracy and quality in clinical assessments.
Highest-signal resume keywords
Active, Unrestricted 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
Clinical ReasoningDifferential DiagnosisEvidence-Based Guidelines ApplicationVignette EvaluationMedical AnnotationQA ExperienceMulti-System Diagnostic ExperienceTreatment Assessment
Soft Skills
Strong Written English
Tools & Technologies
Medical AI Evaluation
Certifications & Qualifications
Board Certification
Industry Keywords
Clinical EHR VignettesPatient CareInternal MedicineFamily MedicineEmergency MedicineHospital Medicine
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 covering 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 within three independent blind reads followed by physician adjudication
- Participate in project-based medical AI evaluation work for leading technology companies
Requirements
What you’ll need- US-based, actively practicing physician
- 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+)
- Medical AI evaluation, clinical content or exam-question review, or medical annotation/QA experience is a plus
- Must not be a medical student, unlicensed medical graduate, non-physician clinician, or non-clinical healthcare professional
- CV must be submitted in English with English proficiency level indicated
- Tasks must meet listed acceptance criteria and be submitted by deadlines
Benefits
Comp & perks- Paid per accepted task
- Compensation up to the equivalent of $35/hr, depending on qualification tier and task efficiency
- Part-time, project-based work
- Flexible workload during active project phases (estimated 10–20 hours per week; not guaranteed)