Hospitalist Medical Record Reviewer

You will review clinical records and documentation used to train AI systems. The work requires checking whether clinical information and claims are supported by the medical record and giving clear feedback on data quality.

• Review FHIR data, clinical notes, and raw medical records.
• Evaluate adult inpatient documentation, including histories, medication reconciliation, social history, assessments, and plans.
• Check admission, daily progress, transition-of-care, and discharge documentation for completeness and consistency.
• Identify missing or incorrect details, including renal- and hepatic-adjusted dosing, medication interactions, and age-appropriate clinical information.
• Apply written review guidelines consistently and provide clear feedback on clinical records and model-related data quality.

This is a remote contractor opportunity for an individual medical expert. The role is open to candidates in the United States and requires fluent English.

• $80 to $125 per hour equivalent, paid per task that meets project specifications.
• MD or DO with board certification in Internal Medicine, or Internal Medicine board certification with a Hospital Medicine-focused practice designation.
• At least five years of hospitalist experience.
• Current or recent inpatient hospitalist experience within the last two years.
• Strong understanding of inpatient documentation and hospital workflows.
• Comfort reviewing clinical notes, FHIR data, and raw medical records.
• Careful attention to detail and consistent application of written guidelines.
• Experience with chart review, clinical documentation improvement, utilization review, medical coding, or quality assurance is helpful.
• Active medical licensure and knowledge of medication safety, inpatient clinical reasoning, and documentation quality support the work.

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.

AI training is the human work behind systems that learn from examples. Medical experts review and evaluate records so models can produce more accurate, useful results, and specialized experience is important for this kind of work.