Family Medicine Physician (MD)

pay

Required Skills
clinical annotation
medical record review
evidence-based medicine
clinical judgment
written communication
verbal communication
attention to detail
collaboration
clinical data validation
primary care expertise
About micro1
micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform.

Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI.

Role Title: Family Medicine Physician (MD)

Role Type: Contractor

Location: United States, Remote

Compensation: $100-$120 USD per hour

micro1 is engaging Family Medicine Physicians to contribute their expertise to a dynamic project for a valued customer. In this role, you'll apply your primary care clinical expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required. Your domain knowledge is what matters.

Scope of Work

Annotate and review clinical content and medical records (office visit notes, assessments and plans, referrals, lab and imaging results, and care coordination documentation), ensuring accuracy, clinical soundness, and completeness.
Evaluate AI-generated outputs for clinical accuracy, safety, and appropriateness across a broad range of patient populations, from pediatrics to geriatrics, and across acute, chronic, and preventive care.
Apply clinical judgment and knowledge of evidence-based guidelines and standards of care to validate and enrich datasets.
Collaborate with project stakeholders via written and verbal communication to clarify requirements and resolve ambiguities in clinical documentation.
Provide high-quality feedback on guidelines and edge cases to improve project workflows and model understanding.

Preferred Qualifications

Active MD degree and, ideally, board certification in Family Medicine.
Based in the United States and licensed to practice medicine in the U.S.
Hands-on clinical experience in primary care or family medicine settings (e.g., clinics, community practices, health systems).
Broad clinical exposure across common acute and chronic conditions, preventive care, and multiple patient age groups.
Previous annotation or clinical review experience is a plus.
Proficiency with both written and verbal communication, with a strong attention to clarity and detail.
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