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General Physician – AI Evaluation
Gramian Consulting. Review AI-generated medical content for accuracy, safety, and completeness .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in reviewing and evaluating AI-generated medical content for accuracy and safety, applying evidence-based medical standards and clinical judgment. Collaborates effectively with clinical and AI teams to enhance model quality through structured feedback and adherence to evaluation guidelines.
Highest-signal resume keywords
Medical Doctor (MD)Post-Residency Clinical Practice ExperienceEvidence-Based Medical StandardsClinical JudgmentQuality Improvement Collaboration
ATS Keywords
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Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Medical Content ReviewClinical EvaluationDiagnosis EvaluationTreatment Plan AssessmentCase Summary Review
Soft Skills
Structured FeedbackAttention to DetailCollaboration
Tools & Technologies
Web-Based ToolsStructured Questionnaires
Certifications & Qualifications
Licensed to Practice Medicine in the United States
Industry Keywords
AI-Generated Medical ContentClinical ReasoningMedical OutputsEvaluation Guidelines
About the role
Key responsibilities & impact- Review AI-generated medical content for accuracy, safety, and completeness
- Evaluate diagnoses, treatment plans, case summaries, and clinical reasoning
- Identify inaccurate, unsafe, misleading, or incomplete medical outputs
- Apply evidence-based medical standards and professional clinical judgment
- Provide structured expert feedback to improve model quality
- Follow detailed evaluation and annotation guidelines
- Complete structured questionnaires and reviews using web-based tools
- Collaborate with clinical and AI teams on quality improvement
Requirements
What you’ll need- Medical Doctor (MD) or equivalent medical qualification such as MBBS, MBChB, or equivalent
- Fully licensed to practice medicine in the United States
- Currently actively practicing medicine in the US
- At least 1 year of post-residency clinical practice experience as a physician
- Strong general clinical judgment; no specific specialty is required