Registered Nurse for AI Model Evaluation

This role applies frontline adult inpatient nursing expertise to train, validate, and improve AI systems used in clinical and healthcare settings. You will translate real-world bedside documentation and assessment practices into structured annotations and expert feedback that improve the accuracy, safety, and reliability of medical AI outputs.

• Review and evaluate AI-generated clinical outputs using nursing flowsheet documentation as the reference
• Validate accuracy, completeness, and adherence to current documentation standards
• Annotate and structure inpatient nursing assessment data for use in AI training datasets
• Provide expert feedback on nursing assessments and documentation practices
• Identify gaps, inconsistencies, or risks in AI-generated responses
• Ask clarifying questions when annotation guidance is ambiguous, and help refine annotation guidelines
• Collaborate with technical teams to improve model performance
• Contribute to creation of high-quality clinical benchmarks

Basic qualifications

• Active RN license, U.S., outside California
• Recent adult acute care inpatient bedside experience, ideally in a non-procedural area of specialty
• Experience within the last 5-10 years, demonstrating familiarity with current workflows and documentation practices, current documentation experience is prioritized over total years of nursing experience
• Comfortable performing and documenting comprehensive nursing assessments
• Able to follow detailed annotation guidelines consistently
• Excellent written communication skills and responsiveness to feedback
• Ability to work independently and meet deadlines

Preferred qualifications

• Experience with Epic electronic health record systems
• Comfort learning new annotation tools and web-based platforms
• Able to navigate transcripts efficiently and use AI-assisted tools appropriately while verifying outputs
• Experience reviewing charts for quality improvement, utilization review, clinical documentation improvement, or clinical informatics
• Previous annotation, chart abstraction, or healthcare AI experience

• Location: Remote
• Employment type: Hourly

• Pay range: 55 - 65 hourly

• Must hold an active U.S. RN license, outside California

When applying, highlight your active RN license, recent adult inpatient bedside experience, and familiarity with current documentation workflows. Include examples of experience with comprehensive nursing assessments, chart review or quality improvement work, and any EHR platforms you have used. Applications that clearly demonstrate recent documentation practice and relevant clinical judgment will receive priority.