Inpatient RN: AI Clinical Annotator & Reviewer

Mercor; New York (NY); On-site; USD 21,000 - 35,000; Full time

Job summary

Mercor is seeking an experienced inpatient RN to help train and evaluate AI systems used in clinical settings. You will translate bedside documentation into structured feedback to improve AI tools and ensure accuracy and safety.

The role requires recent acute-care RN experience, strong clinical judgment, and the ability to work at least 10 hours per week with reliable documentation practices. Collaboration with engineers and clinical scientists is essential.

Qualifications

• Active RN license (US, outside California)
• Recent acute-care inpatient bedside RN experience within last 5 years
• Broad clinical exposure across inpatient populations
• Excellent written communication and responsiveness to feedback
• Able to dedicate a minimum of 10 hours per week

Responsibilities

• Review and evaluate AI-generated clinical outputs based on nursing documentation
• Validate accuracy, completeness, and adherence to current documentation standards
• Annotate and structure inpatient nursing assessment data for AI training datasets
• Provide expert feedback on nursing assessments and documentation practices
• Identify gaps, inconsistencies, or risks in AI-generated responses
• Investigate ambiguous clinical questions and provide thoughtful recommendations
• Surface issues and opportunities for improvement and contribute to guideline refinement
• Collaborate with engineers, PMs, and clinical scientists to improve model performance

Skills

Active RN license

Acute-care RN

Excellent written comms

Independent worker

10 hours/week availability

Tools

Epic EHR

Job description

Mercor is seeking an experienced inpatient RN to help train and evaluate AI systems used in clinical settings. You will translate bedside documentation into structured feedback to improve AI tools and ensure accuracy and safety.

The role requires recent acute-care RN experience, strong clinical judgment, and the ability to work at least 10 hours per week with reliable documentation practices. Collaboration with engineers and clinical scientists is essential.