Remote Registered Nurse — AI Research & Domain Evaluation

We are seeking a detail-oriented Remote Registered Nurse — AI Research & Domain Evaluation ($60 - $70/hour, 100% remote) to join ZR Talent Group. Contributors in this role draw upon real-world mastery of inpatient clinical expertise, clinical documentation review, annotation of medical records, nursing judgment to evaluate AI-generated deliverables, construct detailed grading rubrics, and guide post-training model alignment.

Prior experience building machine learning systems is not required—our research partners value authentic practitioner judgment, domain rigor, and clear analytical writing.

Key Responsibilities & Deliverables

• Annotate and review clinical content and inpatient documentation (nursing notes, progress notes, care plans, orders, lab results, and discharge summaries), ensuring accuracy, clinical soundness, and completeness.
• Assess and benchmark model-generated outputs for clinical accuracy, safety, and appropriateness across a range of inpatient populations and care scenarios.
• Apply bedside nursing judgment and knowledge of inpatient workflows, standards of care, and documentation practices to validate and enrich datasets.
• Collaborate with project stakeholders via written and verbal communication to clarify requirements and resolve ambiguities in clinical documentation.
• Provide high-quality feedback on guidelines and edge cases to improve project workflows and model understanding.

Required Qualifications & Technical Criteria

• Demonstrated professional or advanced academic background in inpatient clinical expertise, clinical documentation review, annotation of medical records, nursing judgment.
• Strong analytical writing and critical evaluation skills in English.
• Self-directed work ethic suited for an asynchronous, 100% remote research environment.

Preferred Experience & Bonus Attributes

• Based in the United States and able to practice as a Registered Nurse in the U.S.
• Recent inpatient bedside RN experience.
• Broad clinical exposure, with comfort reviewing documentation across different inpatient populations rather than a narrow specialty.
• Demonstrated background in an academic or large health system setting (e.g., a large teaching hospital), with exposure to complex patients, workflows, and documentation practices.
• Previous annotation experience with positive performance reviews.
• Proficiency with both written and verbal communication, with a strong attention to clarity and detail.

Compensation, Remote Eligibility & Schedule

• Compensation Band: $60 - $70/hour
• Work Model: 100% Remote / Work From Home with flexible asynchronous scheduling
• Eligible Remote Locations: United States, Canada, United Kingdom, Australia, New Zealand, Ireland, and South Africa
• Current Openings: 100 active specialist positions
• Hiring Organization: ZR Talent Group
• Core Skills & Technologies: inpatient clinical expertise, clinical documentation review, annotation of medical records, nursing judgment, evaluation of ai-generated clinical outputs, attention to detail, written and verbal communication, feedback provision, knowledge of inpatient workflows, collaboration with stakeholders