Nurse Practitioner Expert Clinical Scenario Evaluation

You will create evaluation data for clinical AI systems using realistic patient presentations. Your work will test whether model responses are accurate, safe, and clinically complete.

You will use professional judgment to explain clinical reasoning and identify responses or treatment plans that could put patients at risk.

• Write realistic patient scenarios from presentation through disposition.
• Create reference answers that explain the reasoning behind clinical decisions.
• Evaluate model outputs for diagnostic accuracy and patient safety.
• Flag treatment plans that appear reasonable but could harm the patient.
• Apply clinical judgment consistently across evaluation materials.

What it pays and takes

This is fully remote, asynchronous contractor work with a minimum weekly commitment and a flexible workload. The role is open to candidates in the supported countries listed for the project.

• Pay: $80 to $125 per hour, paid weekly.
• Time: At least 10 hours per week, with flexible week-to-week workload.
• Language: Clear written English for documenting clinical reasoning.
• License: An active nurse practitioner license is required.
• Certification: Board certification through AANP or ANCC is required.
• Experience: At least two years of clinical practice after certification.
• Clinical background: Depth in family, acute care, psychiatric, or adult gerontology practice.
• Work style: Ability to work independently as a contractor on ongoing project work.

Helpful background

The following experience can support your work on this project, but the core requirements are an active license, board certification, clinical practice experience, and relevant clinical depth.

• Precepting nurse practitioner students.
• Teaching clinical content.
• Conducting chart or utilization review.
• Performing quality assurance.
• Holding a Doctor of Nursing Practice degree.
• Having an additional specialty certification.

How it works

You apply on OpenTrain with your resume and then complete the application on the hiring site.

About AI training work

AI training is the human work behind systems that learn from examples, including written clinical scenarios and reviewed model responses. OpenTrain is a platform where people find AI training and data-labeling projects, build a profile, and apply to work that matches their skills.