Role Title: US-Licensed Physician

Role Type: Contractor

Location: United States, Remote

We are 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.

Required Skills

• Hospitalist Experience

• Internal Medicine

• Pediatrics

• Family Medicine

• Board Certification

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.

Preferred 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.

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