Remote

Clinical Documentation Review

• Review AI-generated clinical outputs based on inpatient nursing flowsheet documentation
• Evaluate documentation for accuracy, completeness, and alignment with current nursing standards
• Assess whether nursing findings and clinical assessments are represented appropriately
• Identify missing information, inconsistencies, or potentially unsafe conclusions
• Apply practical bedside judgement when evaluating clinical documentation

Nursing Assessment & Data Annotation

• Annotate and structure adult inpatient nursing assessment data for AI training datasets
• Review comprehensive nursing assessments across relevant inpatient workflows
• Apply detailed annotation guidelines consistently across clinical cases
• Identify ambiguous cases and surface areas requiring clarification
• Contribute feedback that improves annotation guidance and evaluation criteria

Clinical Quality & Safety Evaluation

• Assess AI-generated responses for clinical accuracy and patient-safety considerations
• Identify gaps, contradictions, and potential risks within model-generated clinical information
• Evaluate outputs using current nursing practices and documentation expectations
• Provide clear written explanations supporting clinical evaluation decisions
• Help establish reliable standards for assessing healthcare AI performance

AI Evaluation & Benchmark Development

• Contribute to the development of high-quality 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, Engagement Details
• Fully remote independent contractor engagement
• Flexible scheduling based on project requirements
• Compensation: $45-$50/hour
• Projects may be extended, shortened, or concluded based on project needs and performance
• 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
• Strong contributors may be considered for additional clinical and healthcare AI evaluation projects

We are sharing a specialised remote consulting opportunity for experienced Registered Nurses (RNs) with recent adult acute-care inpatient experience and strong knowledge of bedside assessment, clinical documentation, and nursing workflows., * 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, with 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