Inpatient Care Physician (MD/DO)

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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