Role Description We are engaging with Internal Medicine 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 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.

• 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.

Qualifications

• 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.

Requirements

• This is a fully remote position, open to candidates based in 55 countries, including United States, United Kingdom, Canada, Germany, India, France, Netherlands, Singapore.
• Pay: $80–$125/hr
• Role Type: Contractor

Benefits

• Compensation is output-based; experts are paid per task that meets the project specifications.
• The time required to complete work may vary depending on the expert’s experience and workflow.
• Minimum submission requirements apply; experts must submit a minimum of tasks per week.

How to apply Apply here with your profile. We will then email you a link to complete your application on the hiring platform — your application is only considered once that final step is done.