Family Medicine Clinical Expert - AI Evaluation

Gramian Consulting Group; United States; Remote; USD 180,000 - 240,000; Full time

Job summary

Gramian Consultancy seeks an experienced Family Medicine physician to support AI system training by reviewing primary care documentation and assessing AI-generated clinical content for accuracy and safety. You will evaluate records and apply evidence-based medical judgment across preventive, acute, and chronic care in a remote US setting.

Ideal candidates hold an active MD with US licensure, extensive family medicine experience, and strong written/verbal communication.

Qualifications

• MD degree with current medical license in the United States.
• Experience reviewing clinical documentation and applying evidence-based care.
• Strong attention to detail and ability to critique medical records.

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.

Skills

Clinical documentation

Evidence-based guidelines

Attention to detail

Written and verbal communication

Education

Active MD degree

US medical license

Job description

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.