Registered Nurse Annotator

UnitedHealth Group, Inc.; United States; On-site; USD 85,000 - 110,000; Full time

Job summary

UnitedHealth Group, Inc. is seeking a remote Registered Nurse Annotator to support AI model development for prior authorization. The role involves reviewing and annotating clinical documentation to ensure accuracy and guideline-based compliance, spanning full-time employment.

The candidate will interpret medical records, label cases for model training, and collaborate with cross-functional teams to maintain clinical integrity and operational relevance of the data.

Qualifications

• Active, unrestricted RN license.
• 3+ years of clinical experience in acute care, utilization management, or related field.
• Experience applying guideline-based criteria (e.g., InterQual, MCG) in clinical review or UM workflows.
• Proficiency with EMR and navigating multiple clinical systems.

Responsibilities

• Review medical records and interpret clinical documentation with accuracy and clinical judgment.
• Annotate, categorize, and label case data used for AI model training according to guideline-based criteria.
• Collaborate with cross-functional teams to ensure clinical accuracy and operational relevance of labeled data.
• Ensure compliance with established guidelines during data annotation.

Skills

Clinical judgment

EMR proficiency

Data labeling

Cross-functional collaboration

Education

Active, unrestricted RN license

Tools

EMR systems

Job description

To support the development of AI models for prior authorization processes, the remote Registered Nurse Annotator will review and annotate clinical documentation, ensuring accuracy and compliance with established guidelines while working full-time.

Key responsibilities

• Review medical records and interpret clinical documentation with accuracy and clinical judgment
• Annotate, categorize, and label case data used for AI model training according to guideline-based criteria
• Collaborate with cross-functional teams to ensure clinical accuracy and operational relevance of labeled data

Required qualifications

• Active, unrestricted RN license
• 3+ years of recent clinical experience in acute care, utilization management, or a related clinical specialty
• Experience applying guideline-based criteria (e.g., InterQual, MCG) in clinical review or UM workflows
• Solid understanding of clinical documentation, medical terminology, and evidence-based practice
• Proficiency with electronic medical records (EMR) and navigating multiple clinical systems