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Nurse Annotation Jobs (NOW HIRING)

Identify and categorize relevant clinical information according to established annotation ... Current, active US-credentialed Registered Nurse (RN), Nurse Practitioner (NP), or Physician ...

Support quality assurance initiatives, pilot annotation projects, and guidance and training ... As a licensed nurse, nurse practitioner, physician assistant, or genetic counselor, you bring both ...

Perform clinical data annotation by rewriting or correcting AI agent responses to align with ... Nurse Practitioners: Active, unrestricted NP license in the United States, with current board ...

The Clinical Specialist will play a critical role in data generation, annotation, and evaluation to ... Nurse or equivalent hands-on clinical experience. * Demonstrated experience working with ...

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Nurse Annotation information

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$38

$65

How much do nurse annotation jobs pay per hour?

As of Sep 14, 2026, the average hourly pay for nurse annotation in the United States is $38.62, according to ZipRecruiter salary data. Most workers in this role earn between $29.57 and $43.27 per hour, depending on experience, location, and employer.

What is a nurse annotation?

Nurse annotation jobs involve nurses using their clinical expertise to label, categorize, and review medical data, such as electronic health records, medical images, or clinical notes. This work is essential for training artificial intelligence (AI) and machine learning models in healthcare. Nurses in these roles ensure that medical data is accurately interpreted and annotated, which helps improve the performance and safety of AI-driven healthcare tools. These positions often require strong attention to detail, medical knowledge, and familiarity with data privacy requirements.

What are the key skills and qualifications needed to thrive as a nurse annotator, and why are they important?

To thrive as a Nurse Annotator, you need a nursing background (RN or LPN/LVN), strong clinical knowledge, and attention to detail. Familiarity with annotation software, electronic health records (EHRs), and medical coding systems like ICD-10 is typically required. Excellent written communication, critical thinking, and the ability to follow precise guidelines are valuable soft skills in this role. These competencies ensure accurate, high-quality data labeling that supports medical AI development and clinical research.

What are the typical challenges faced by nurses working in annotation roles, and how can these be managed?

Nurses in annotation roles often encounter challenges such as interpreting complex medical records, maintaining accuracy under tight deadlines, and keeping up with evolving annotation guidelines. Additionally, working remotely or in small teams may require strong self-motivation and communication skills to collaborate effectively with data scientists and other healthcare professionals. To manage these challenges, it's helpful to establish clear workflows, participate in regular training sessions, and leverage communication tools to stay aligned with team objectives.

What is the difference between Nurse Annotation vs Nurse Educator?

AspectNurse AnnotationNurse Educator
CredentialsRegistered Nurse (RN) license, possibly certification in annotation toolsRN license, Bachelor’s or Master’s in Nursing, teaching certification
Work EnvironmentHealthcare settings, clinical documentation, research supportHospitals, academic institutions, training programs
Employer & IndustryHospitals, research organizations, healthcare tech companiesUniversities, hospitals, nursing schools
Primary FocusAnnotating clinical data, supporting research documentationTeaching, curriculum development, nursing education

While Nurse Annotation involves supporting clinical research through data annotation, Nurse Educator focuses on training and mentoring nursing students and staff. Both roles require nursing credentials but differ in their primary responsibilities and work environments.

What are popular job titles related to Nurse Annotation jobs?

For Nurse Annotation jobs, the most frequently searched job titles are:

Infographic showing various Nurse Annotation job openings in the United States as of August 2026, with employment types broken down into 3% As Needed, 56% Full Time, 14% Part Time, and 27% Contract. Highlights an 99% Physical, and 1% Remote job distribution, with an average salary of $80,321 per year, or $38.6 per hour.

Remote | Pediatric Registered Nurse (Inpatient Care) - $45-$55/hour

Remote

$45 - $55/hr

Other

Posted 8 days ago


Job description

About the job Remote | Pediatric Registered Nurse (Inpatient Care) - $45-$55/hour
We are sharing a specialised part-time consulting opportunity for experienced Pediatric Registered Nurses with recent acute-care inpatient bedside experience and strong expertise in paediatric nursing assessment, clinical documentation, and patient-care workflows.
This role focuses on reviewing and evaluating clinical outputs and structured nursing data using real-world paediatric bedside experience. Selected nurses will assess documentation accuracy, annotate inpatient assessment data, identify clinical inconsistencies, and provide expert feedback to support high-quality healthcare evaluation projects.
Key Responsibilities
Paediatric Clinical Review

  • Review clinical outputs using frontline paediatric nursing judgement
  • Assess information for clinical accuracy, completeness, and consistency
  • Identify missing, conflicting, or potentially unsafe information
  • Evaluate whether outputs appropriately reflect inpatient paediatric care
  • Apply current bedside documentation practices to clinical review
Nursing Assessment & Documentation
  • Review nursing flowsheet documentation and structured assessment data
  • Evaluate comprehensive paediatric nursing assessments
  • Verify that documentation reflects relevant clinical findings and patient status
  • Identify gaps or inconsistencies in nursing documentation
  • Assess adherence to appropriate documentation standards and practices
Clinical Data Annotation
  • Annotate and structure inpatient paediatric nursing assessment data
  • Follow detailed annotation guidelines consistently
  • Categorise and evaluate clinical information according to project requirements
  • Identify ambiguous cases requiring clarification
  • Maintain accuracy and consistency across repeated clinical review tasks
Chart & Documentation Quality
  • Review chart-based information for completeness and clinical coherence
  • Identify discrepancies between assessments, documentation, and clinical context
  • Evaluate whether important nursing findings have been appropriately captured
  • Apply experience with inpatient documentation workflows when assessing edge cases
  • Support refinement of review standards where documentation scenarios are ambiguous
Clinical Quality Evaluation
  • Evaluate generated clinical responses for accuracy, safety, and reliability
  • Identify clinically meaningful errors, omissions, and inconsistencies
  • Provide clear explanations for identified documentation or assessment issues
  • Distinguish substantive clinical concerns from minor documentation differences
  • Apply consistent clinical judgement across assignments
Guideline & Benchmark Development
  • Contribute feedback where annotation guidance requires clarification
  • Discuss difficult or ambiguous clinical cases with project teams
  • Help refine evaluation criteria based on real-world nursing practice
  • Support development of high-quality clinical benchmarks
  • Collaborate with technical and clinical contributors to improve evaluation quality
Ideal Profile
  • Active U.S. Registered Nurse (RN) licence outside California
  • Recent paediatric acute-care inpatient bedside experience
  • Inpatient bedside nursing experience within the past 10 years, with current or more recent documentation experience strongly prioritised
  • Comfortable performing and documenting comprehensive paediatric nursing assessments
  • Strong understanding of inpatient nursing flowsheets and clinical documentation
  • Ability to follow detailed annotation and evaluation guidelines consistently
  • Excellent written communication skills
  • Able to work independently, meet deadlines, and respond constructively to feedback
  • Experience with Epic EHR is preferred
  • Experience with quality improvement, utilisation review, CDI, clinical informatics, chart abstraction, or clinical documentation review is advantageous
  • Previous healthcare annotation or clinical evaluation experience is advantageous
  • Comfortable learning web-based annotation and review tools
Engagement Details
  • Part-time independent contractor engagement
  • Fully remote within the United States
  • Compensation: $45-$55/hour
  • Flexible scheduling based on project requirements
  • Work focuses on paediatric inpatient nursing assessment, clinical documentation, structured data review, and expert evaluation
  • 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, client, healthcare organisation, institution, patient, or other third party
  • H1-B and STEM OPT support is unavailable for this engagement

About the Platform
This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.
By submitting this application, you acknowledge that your information may be processed by 24-MAG LLC for recruitment and opportunity matching in accordance with our Privacy Policy: https://www.24-mag.com/privacy-policy.