Inpatient Care Physician (MD/DO)

micro1; United States; Remote; USD 248,000 - 331,000; Full time

Job summary

micro1 is a data lab supporting AI labs and enterprises in training models and evaluating AI agents with clinical data. The Inpatient Care Physician (MD/DO) contractor will review records, assess documentation, and provide actionable feedback to enhance AI training and decision-support tools.

Ideal candidates have hands-on inpatient hospitalist experience, strong clinical reasoning, and clear written communication to support project teams and stakeholders across remote US locations.

Qualifications

• MD or DO credential required, board certification in Internal Medicine, Pediatrics, or Hospital Medicine.

Responsibilities

• Review medical records, FHIR data, and clinical notes for AI training data accuracy.
• Verify that claims are supported by documentation.
• Analyze inpatient documentation (HPI, PMH, assessments, care plans) for omissions or discrepancies.
• Apply consistent standards to ensure data reliability in clinical reviews.
• Provide detailed feedback to improve AI model performance and data quality.
• Communicate findings via written reports and stakeholder discussions.

Skills

Patient assessment

Diagnosis

Inpatient clinical care

Clinical decision-making

Hospital medicine

Job description

pay

Required Skills

• Patient Assessment & Diagnosis
• Inpatient Clinical Care
• Clinical Decision-Making
• Hospital Medicine

About micro1 micro1 is a data lab that helps AI labs & Enterprises train foundational models and agents. We provide frontier evaluations and reinforcement learning environments to improve LLM capabilities, as well as contextual evaluations to monitor and improve AI agents in enterprise settings.

Our AI recruiting agent sources and vets domain experts for our data platform that enables rapid production of high-quality training data. Our research spans high-value, specialized domains (legal, medical, finance, coding, etc.), where expert-level data is the hardest to produce and most valuable for advanced model performance. Our pipeline performance system ensures both quality and velocity.

Role Title: Inpatient Care Physician (MD/DO)

Role Type: Contractor

Location: United States (Remote)

micro1 is engaging experienced Inpatient Care Physicians (MD/DO) to contribute specialized medical expertise to a forward-thinking AI project aimed at enhancing clinical documentation and decision support tools. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input.

Scope of Work

• Review and assess medical records, including FHIR data and clinical notes, for use in AI training and development.
• Evaluate clinical information and ensure that all claims and statements are supported by proper documentation.
• Analyze inpatient documentation such as HPI, PMH, assessments, and care plans, identifying any discrepancies or omissions.
• Apply consistent standards and follow clear guidelines to ensure accuracy and reliability in clinical data review.
• Provide detailed, actionable feedback to project teams to improve AI model performance and data quality.
• Communicate findings and insights clearly through both written reports and verbal discussions with project stakeholders.

Preferred Qualifications

• MD or DO credential, board certified in Internal Medicine, Pediatrics, or Hospital Medicine.
• Current or recent hands-on inpatient or hospitalist clinical experience (within the past 2 years preferred).
• Expertise in patient assessment, diagnosis, and hospital-based clinical care workflows.
• Proven ability to review and critique clinical notes and raw health record data with strong attention to detail.
• Experience with chart review, clinical documentation improvement, utilization review, or medical coding/QA is advantageous.
• Demonstrated clinical reasoning and decision-making skills relevant to inpatient care.
• Excellent written and verbal communication skills, with a commitment to clear, constructive feedback.
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