Family Medicine Clinical Expert - AI Evaluation

Location: United States 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.