Most people who don't get in fail the screening, not the CV. Five minutes here first: How to pass the micro1 AI interview with Zara.
What the work is
Role Title:US-Licensed Physician
Role Type: Contractor
micro1 is engaging with Internal Medical Specialists to contribute their medical expertise to a customer project focused on inpatient care and documentation standards. In this role, you’ll apply your adult inpatient clinical training 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 adult medicine documentation, including HPI, PMH, medication reconciliation, social history, assessments, and plans.
- Follow clear guidelines and apply the same standards consistently.
- Identify missing, incorrect, or inconsistent information in medical records, including renal- and hepatic-adjusted dosing, medication interactions, and age-appropriate clinical details.
- Share feedback to help improve AI models and data quality.
Who gets hired
- At least 5 years of hospitalist experience.
- MD or DO, board certified in Internal Medicine (or Internal Medicine with a Hospital Medicine focused practice designation).
- Current or recent inpatient hospitalist experience (within the last 2 years).
- Strong understanding of inpatient documentation and hospital workflows, including admission, daily progress notes, transitions of care, and discharge.
- 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.
The platform posted this on 16 Oct 2026.