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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in reviewing clinical records and grading AI model outputs for accuracy and clinical usefulness, while effectively communicating findings and improving labeling guidelines. Holds a relevant clinical credential and possesses direct patient-care experience.
Highest-signal resume keywords
MD, DO, NP, PA, PharmD, RNDirect Patient-Care ExperienceClinical ReasoningGrading AI Model OutputsWriting Clear Explanations
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 Note ReviewLabeling Clinical CasesGrading Rubrics DevelopmentClinical Reasoning TasksAI Model Evaluation
Soft Skills
Attention to DetailConsistent ApproachEffective Communication
Certifications & Qualifications
Clinical Credential
Industry Keywords
Internal MedicineEmergency MedicineRadiologyOncologyPrimary Care
About the role
Key responsibilities & impact- Review de-identified patient records, clinical notes, and model responses
- Label clinical cases against clear guidelines
- Write and refine grading rubrics and reference answers for clinical reasoning tasks
- Grade AI model outputs for accuracy, safety, and clinical usefulness
- Explain where and why models went wrong
- Flag ambiguous cases
- Help improve labeling guidelines with the GenMD team
Requirements
What you’ll need- MD, DO, NP, PA, PharmD, RN or equivalent clinical credential
- Direct patient-care experience
- Specialty experience welcome, including internal medicine, emergency medicine, radiology, oncology, or primary care
- Careful and consistent approach
- Comfortable writing clear explanations
- Reliable availability of a few hours per week
Benefits
Comp & perks- Fully remote work
- Flexible availability of a few hours per week
- Compensation of $100–$175 per hour, depending on credential and specialty