Nurse Practitioner Clinical AI Reviewer

About Open Train

Open Train AI is the hiring and contracting organization for this role. Open Train is the #1 platform for finding and building careers in AI training and data labeling, helping specialists discover projects, build a professional profile, and apply in minutes.

Creating an Open Train account is free, and your profile can help you present credible AI-training experience as you grow your career in this rapidly expanding field.

• Remote contractor opportunity
• Part-time engagement with a 20+ hour weekly commitment
• Country-specific hiring availability

AI training is the human work behind modern artificial intelligence. Clinical reviewers help models learn to produce accurate, clear, consistent, and safe responses by evaluating outputs, identifying errors, and creating expert examples.

Your nursing judgment can directly shape how AI handles clinical reasoning, patient education, medication safety, escalation, and other healthcare scenarios.

• Evaluate and compare AI-generated responses
• Identify unsafe assumptions, omissions, bias, and reasoning errors
• Create expert prompts, explanations, and gold-standard answers

As a Nurse Practitioner Clinical AI Reviewer, you will evaluate AI-generated clinical responses and create expert healthcare content. You will assess reasoning quality, verify clinical accuracy and safety, and provide precise written feedback.

The work covers differential diagnosis, test interpretation, prescribing and medication management within scope, care pathway selection, and escalation of red-flag situations. You will also rate and compare multiple model responses for correctness, clarity, and patient-safety implications.

• Experience level:
  Entry level
• Data type:
  Text
• Work format:
  Contractor and part time
• Time requirement: 20+ hours per week
• Language:
  English
• Hourly pay: $40-$90 USD

You will apply advanced clinical reasoning and concise documentation skills to help distinguish reliable AI output from responses that could mislead or harm patients. Your reviews should be clear, evidence-aware, internally consistent, and appropriate to the clinical setting described.

• Review AI-generated clinical answers for accuracy, safety, clarity, and adherence to the prompt.
• Identify problems in advanced assessment, diagnosis, differential thinking, test ordering and interpretation, and escalation decisions.
• Create detailed prompts and gold-standard answers for assessment, diagnosis, management, patient education, and documentation.
• Evaluate outputs for unsafe assumptions, missing contraindications, inappropriate tests or therapies, and bias.
• Write high-quality explanations and model solutions that demonstrate correct clinical reasoning.
• Compare multiple responses and rank the safer, more correct answer.

This role requires advanced practice nursing expertise and the ability to make careful, safety-focused judgments. You should be comfortable explaining why a clinical answer is correct, incomplete, unsafe, or inappropriate for its setting.

• NP, APRN, or equivalent advanced practice nursing qualification.
• Active licensure or registration, or eligibility, in at least one jurisdiction.
• Strong advanced clinical reasoning across differential diagnosis, triage, red-flag recognition, and escalation.
• Strong medication safety judgment within scope, including contraindications, interactions, and monitoring plans.
• Minimum C1 English proficiency and exceptional attention to detail.
• Strong clinical documentation skills and concise rationale writing.
• Experience reviewing AI-generated clinical answers or healthcare content.

Experience in one or more of the following advanced practice areas can help you evaluate clinical responses across different scenarios. You should also be comfortable assessing internal consistency, guideline alignment, setting appropriateness, and patient-safety implications.

• Family, Adult-Gerontology, Acute Care, Pediatric, Psychiatric-Mental Health, Women's Health, or Neonatal Nurse Practitioner
• Nurse Midwife, Oncology, Cardiology, Emergency or Trauma, ICU or Critical Care, or Perioperative or OR practice
• Wound Care, Diabetes Education, or Community and Public Health advanced practice
• AI data training, annotation, clinical documentation review, utilization review, guideline work, or healthcare editorial QA

This is remote contractor work with country-specific availability. The role requires at least 20 hours per week and pays an…