RN AI Trainer: Clinical Data Annotator & Quality Assessor

Mercor; Houston (TX); On-site; USD 70,000 - 110,000; Full time

Job summary

Mercor in Houston, TX, is seeking experienced Adult Inpatient Nurses (RNs) to help train and evaluate AI systems used in clinical settings. This role leverages frontline nursing expertise to improve AI accuracy, safety, and reliability through structured feedback on real-world documentation.

You will review AI-generated outputs, annotate nursing assessments, and collaborate with technical teams to refine guidelines and benchmarks.

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, reflecting 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.
• Comfortable following detailed annotation guidelines consistently.
• Excellent written communication skills and responsiveness to feedback.
• Ability to work independently and meet deadlines.

Responsibilities

• Review and evaluate AI-generated clinical outputs based on nursing flowsheet 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
• Ask clarifying questions when annotation guidance is ambiguous, and contribute to guideline refinement
• Collaborate with technical teams to improve model performance
• Contribute to the development of high-quality clinical benchmarks

Job description

Mercor in Houston, TX, is seeking experienced Adult Inpatient Nurses (RNs) to help train and evaluate AI systems used in clinical settings. This role leverages frontline nursing expertise to improve AI accuracy, safety, and reliability through structured feedback on real-world documentation.

You will review AI-generated outputs, annotate nursing assessments, and collaborate with technical teams to refine guidelines and benchmarks.