About the Opportunity

Contribute inpatient medical expertise to a project focused on improving clinical documentation standards and AI systems. Review medical records and evaluate the accuracy, consistency, and completeness of clinical information.

Type: Contractor

Location: Remote

Key Responsibilities

• Review medical records, including FHIR data and clinical notes, for AI training.
• Verify that clinical information and claims are supported by medical records.
• Evaluate inpatient documentation, including HPI, PMH, assessments, and treatment plans.
• Identify missing, incorrect, or inconsistent information.
• Apply established review guidelines consistently.
• Provide feedback to improve AI model performance and data quality.
• Communicate findings clearly with the project team.

Required Qualifications

• MD or DO degree.
• Board certification in Internal Medicine, Pediatrics, or Hospital Medicine.
• Current or recent inpatient/hospitalist experience within the last 2 years.
• Strong understanding of inpatient documentation and hospital workflows.
• Experience reviewing clinical notes and raw medical record data.
• Strong attention to detail and ability to follow review guidelines.

Preferred Qualifications

• Experience in chart review, clinical documentation improvement (CDI), utilization review, or medical coding/quality assurance.
• Experience working across different inpatient services or specialties.
• Familiarity with FHIR records and clinical documentation standards.

• Review medical records, including FHIR data and clinical notes, for AI training.
• Verify that clinical information and claims are supported by medical records.
• Evaluate inpatient documentation, including HPI, PMH, assessments, and treatment plans.
• Identify missing, incorrect, or inconsistent information.
• Apply established review guidelines consistently.
• Provide feedback to improve AI model performance and data quality.
• Communicate findings clearly with the project team.

• Strong understanding of inpatient documentation and hospital workflows.
• Experience reviewing clinical notes and raw medical record data.
• Strong attention to detail and ability to follow review guidelines.
• Familiarity with FHIR records and clinical documentation standards.

• MD or DO degree.
• Board certification in Internal Medicine, Pediatrics, or Hospital Medicine.
• Current or recent inpatient/hospitalist experience within the last 2 years.