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: Hospitalist Physician
Role Type: Contractor
Location: Remote
micro1 is engaging Hospitalist Physicians to contribute their medical expertise to a customer project focused on inpatient care and documentation standards. 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 medical records, including FHIR data and clinical notes for AI Training.
- Check whether clinical information and claims are supported by the medical record.
- Review inpatient documentation, including HPI, PMH, assessments, and plans.
- Follow clear guidelines and apply the same standards consistently.
- Identify missing, incorrect, or inconsistent information in medical records.
- Share feedback to help improve AI models and data quality.
- Communicate clearly with the project team about your work and findings.
Preferred Qualifications
- MD or DO, board certified in Internal Medicine, Pediatrics, or Hospital Medicine.
- Current or recent inpatient/hospitalist experience (within the last 2 years).
- Strong understanding of inpatient documentation and hospital workflows.
- Comfortable reviewing clinical notes and raw medical record data.
- Strong attention to detail and ability to follow clear guidelines consistently.
- Experience with chart review, clinical documentation improvement, utilization review, or medical coding/QA is a plus.
- Experience working across different inpatient services or specialties is a plus.
