The work
You will review adult inpatient medical records and documentation used for AI training. The work involves checking whether clinical information and claims are supported by the record, applying written documentation standards, and giving clear feedback on data quality.
The duties and qualifications should be reviewed carefully before applying because the role title and the detailed work description use different role names.
- Review FHIR data, clinical notes, and raw medical record information.
- Evaluate histories, medication reconciliation, social history, assessments, and plans for adult inpatient medicine.
- Check admission, daily progress, transition-of-care, and discharge documentation for completeness and consistency.
- Find missing or incorrect details, including renal- and hepatic-adjusted dosing, medication interactions, and age-appropriate clinical information.
- Apply review guidelines consistently and provide clear feedback on clinical records and model-related data quality.
What it pays and takes
This is a remote, part-time contractor opportunity for an individual medical expert.
- $80 to $125 per hour equivalent, paid per task that meets the project specifications.
- Open to candidates in the United States.
- Professional fluency in English.
- 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 use 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.
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.
About AI training work
AI training is the human work behind systems that learn from examples, including reviewing documents and rating model outputs. Medical experts are needed when accurate review depends on clinical knowledge, careful reasoning, and consistent standards.