Medical Specialist Inpatient Medicine Documentation Review

You will review adult inpatient medical records, FHIR data, and clinical notes for AI training. Your clinical judgment will help assess whether medical information and claims are supported by the record and improve the quality of AI systems working with inpatient medicine data.

• Review HPI, past medical history, medication reconciliation, social history, assessments, and care plans.
• Check clinical claims against the medical record and identify missing, incorrect, or inconsistent information.
• Review medication and care-transition details, including renal- and hepatic-adjusted dosing and medication interactions.
• Assess whether age-appropriate clinical details are documented correctly.
• Follow review guidelines consistently and provide feedback that improves AI models and data quality.

What it pays and takes

• Pay: $80 to $115 per hour.
• Work type: Part-time contract work.
• Location: Open to candidates in the United States.
• Language: Professional fluency in English.
• Credentials: MD or DO with board certification in Internal Medicine, or Internal Medicine with a Hospital Medicine focused practice designation.
• Experience: At least five years of hospitalist experience, including current or recent inpatient hospitalist experience within the last two years.
• Clinical knowledge: Understand admission, daily progress note, transition-of-care, and discharge workflows.
• Work skills: Comfortable reviewing clinical notes and raw medical record data, with careful and consistent judgment in clinical documentation.
• Helpful background: Chart review, clinical documentation improvement, utilization review, medical coding, or clinical quality assurance.

How it works

You apply here in about two minutes and finish on the hiring platform. The next step is a short AI interview (technical roles include a coding challenge). Passing it is how you qualify for paid tasks, so take it soon after you are invited.

The hiring platform's application for this job asks for your resume, your LinkedIn profile, your phone number, your location and answers to 6 screening questions.

About AI training work

AI training is the human work behind systems that learn from examples, including reviewing documents and rating model outputs. Medical specialists help make these systems more reliable by applying professional knowledge and consistent judgment to complex clinical information.