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.

Requirements

- 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.