Family Medicine Clinical Expert - AI Evaluation

About Gramian

Gramian Consultancy is a boutique consultancy specializing in IT professional services and engineering talent solutions. With a strong background in software engineering and leadership, we help companies build high-performing teams by matching them with professionals who truly fit their needs.

About the Role

We are seeking Family Medicine Physicians to support the training and evaluation of next-generation AI systems using their primary care expertise. You will review medical records, assess AI-generated clinical content for accuracy and safety, and apply evidence-based medical judgment across preventive, acute, and chronic care. This role offers an opportunity to improve AI performance in real-world healthcare scenarios. Prior AI experience is not required.

• LOCATION: United States — Remote
• SENIORITY: Experienced Physician

Key Responsibilities

Review inpatient clinical documentation, including histories and physicals (H&Ps), progress notes, and discharge summaries.

• Assess documentation for clinical accuracy, completeness, and alignment with the patient encounter.
• Adjudicate ambiguous, conflicting, or inconsistent clinical information using sound medical judgment.
• Identify and categorize clinically significant errors, omissions, and discrepancies by severity.
• Apply structured review rubrics and quality criteria consistently across cases.
• Provide concise, well-reasoned written explanations supporting review decisions.
• Contribute to the improvement of documentation review guidelines and quality standards.
• Active MD degree.
• Based in the United States and appropriately licensed to practice medicine in the U.S.
• Hands-on clinical experience in family medicine or primary care settings.
• Broad knowledge of common acute and chronic conditions, preventive care, and patient management across different age groups.
• Strong understanding of evidence-based clinical guidelines and standards of care.
• Excellent written and verbal communication skills.
• Strong attention to detail and the ability to assess clinical information critically and consistently.