About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. OpenTrain AI is recruiting contractors for projects where expert human judgment helps improve how artificial intelligence understands and evaluates information.

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About AI Training Work

AI training is the human side of building modern artificial intelligence. Specialists review examples, evaluate model outputs, and provide precise feedback so AI systems can produce more accurate and useful results.

In this project, your clinical judgment will help assess whether inpatient documentation and related claims are supported by the available medical record. The work is remote and contributes directly to improving AI systems used to reason about clinical information.

The Role

OpenTrain is seeking a Hospitalist Physician to review inpatient medical records and documentation for an AI training project focused on clinical accuracy and documentation standards. You will evaluate FHIR data, clinical notes, claims, and other raw medical record information using your current or recent hospital-based experience.

This is a remote, part-time contractor opportunity requiring 20 or more hours per week. The listed compensation range is $70 to $100 per hour, paid in USD.

• Role type: Contractor and part time
• Time requirement: 20+ hours per week
• Compensation: $70 to $100 per hour
• Work arrangement: Remote
• Working language: English

What You’ll Do

You will make careful, consistent assessments of inpatient documentation and communicate findings clearly to the project team. Your reviews will support both AI model improvement and the quality of the underlying clinical data.

• Review FHIR data, clinical notes, claims, and other inpatient medical records for AI training.
• Assess whether clinical information and claims are supported by the medical record.
• Evaluate HPI, PMH, assessments, and plans against consistent documentation guidelines.
• Identify missing, incorrect, or inconsistent information in clinical records.
• Provide clear feedback that supports AI model improvement and data quality.
• Communicate review findings and decisions clearly to the project team.

Required Qualifications

This role requires a physician with formal medical credentials and current or recent inpatient experience. You should be comfortable working with detailed clinical notes, raw medical record data, hospital workflows, and structured review guidelines.

• MD or DO degree.
• Board certification in Internal Medicine, Pediatrics, or Hospital Medicine.
• Current or recent inpatient or hospitalist experience within the last two years.
• Strong knowledge of inpatient documentation, hospital workflows, and clinical records.
• Ability to determine whether clinical information and claims are supported by medical documentation.
• Strong attention to detail and the ability to apply review guidelines consistently.

Helpful Experience

The following background is helpful but is not listed as required. Experience across multiple inpatient services or specialties may also support effective review work.

• Chart review
• Clinical documentation improvement
• Utilization review
• Medical coding
• Quality assurance
• Work across multiple inpatient services or specialties

Build Your AI Training Career With OpenTrain

OpenTrain gives professionals one place to find and build careers in AI training and data labeling. By documenting your work on your OpenTrain profile, you can showcase credible experience, find projects aligned with your expertise, and develop a durable portfolio in a rapidly growing industry.

Apply through OpenTrain to bring your hospital-based judgment to the human side of AI development.