Registered Nurse – Adult Inpatient Care
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Job Description
Registered Nurse reviewing inpatient documentation and AI-generated clinical outputs for 24-MAG LLC’s healthcare AI evaluation projects. Annotating nursing data and assessing clinical safety, accuracy, and quality.
Responsibilities:
- Review AI-generated clinical outputs based on inpatient nursing flowsheet documentation
- Evaluate documentation for accuracy, completeness, alignment with current nursing standards, and appropriate representation of nursing findings
- Identify missing information, inconsistencies, and potentially unsafe conclusions using bedside clinical judgement
- Annotate and structure adult inpatient nursing assessment data for AI training datasets
- Apply detailed annotation guidelines consistently and identify ambiguous cases requiring clarification
- Provide feedback to improve annotation guidance and evaluation criteria
- Assess AI-generated responses for clinical accuracy and patient-safety considerations
- Identify gaps, contradictions, and potential risks in model-generated clinical information
- Provide written explanations supporting clinical evaluation decisions
- Help establish standards for assessing healthcare AI performance
- Contribute to clinical evaluation benchmarks
- Review AI outputs using structured scoring and quality-assurance frameworks
- Identify recurring model errors and challenging clinical edge cases
- Collaborate with project teams to improve evaluation methods and model performance
- Provide domain-expert feedback grounded in real-world inpatient nursing experience
Requirements:
- Active U.S. Registered Nurse (RN) license outside California
- Recent adult acute-care inpatient bedside nursing experience, ideally within a non-procedural specialty
- Clinical experience within the past 5–10 years
- Strong familiarity with current nursing workflows and documentation practices
- Comfortable performing and documenting comprehensive nursing assessments
- Strong understanding of nursing flowsheets and bedside clinical documentation
- Ability to follow detailed annotation and evaluation guidelines consistently
- Excellent written communication skills and strong attention to clinical detail
- Ability to work independently and meet project deadlines
- Epic EHR experience is highly valued
- Experience with chart review, quality improvement, utilization review, clinical documentation integrity, or clinical informatics is advantageous
- Previous experience with clinical annotation, chart abstraction, healthcare AI, or structured medical-data review is particularly relevant
- Comfortable learning new annotation tools and web-based platforms
- Work must be completed without using confidential or proprietary information belonging to any employer, healthcare organisation, patient, client, institution, or other third party
- H1-B and STEM OPT support is unavailable for this engagement
Benefits:
- Fully remote work
- Flexible scheduling based on project requirements
- Strong contributors may be considered for additional clinical and healthcare AI evaluation projects
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