Inpatient RN AI Training & Quality Annotator

Mercor; United States; Remote; USD 70,000 - 100,000; Full time

Job summary

Mercor is seeking experienced Adult Inpatient Nurses (RNs) to help train and evaluate AI systems used in clinical settings. You will translate bedside documentation practices into structured feedback for AI tools, ensuring accuracy and safety in nursing data. The role emphasizes deep clinical judgment and meticulous data annotation.

Ideal candidates have recent acute care experience, a current RN license, and comfort with annotation guidelines and AI platforms. Remote work is supported for U.S.

Qualifications

• Active RN license in the U.S. (excluding CA).
• Recent adult acute care bedside experience.
• Ability to follow annotation guidelines and document assessments.
• Strong written communication and reliability.

Responsibilities

• Review and evaluate AI-generated nursing outputs based on flowsheet documentation.
• Annotate and structure inpatient nursing assessment data for AI training datasets.
• Provide expert feedback on nursing assessments and documentation practices.
• Identify gaps or risks in AI-generated responses.
• Collaborate with technical teams to improve model performance.

Skills

RN license

Adult inpatient nursing

Clinical documentation

Annotation guidelines

Independent work

Education

RN degree or diploma

Tools

Epic EHR

Annotation tools

Job description

Mercor is seeking experienced Adult Inpatient Nurses (RNs) to help train and evaluate AI systems used in clinical settings. You will translate bedside documentation practices into structured feedback for AI tools, ensuring accuracy and safety in nursing data. The role emphasizes deep clinical judgment and meticulous data annotation.

Ideal candidates have recent acute care experience, a current RN license, and comfort with annotation guidelines and AI platforms. Remote work is supported for U.S.