Nurse Practitioner Expert Clinical Scenario Evaluation

Use your clinical judgment to create evaluation materials for clinical AI systems. The work covers realistic patient presentations from initial symptoms through disposition, along with reviews of model responses.

• Write patient scenarios and reference answers that explain the reasoning behind clinical decisions.
• Rate model outputs for diagnostic accuracy and patient safety.
• Flag treatment plans that may sound plausible but could harm a patient.
• Apply clinical judgment consistently and clearly explain when a response is safe, unsafe, or incomplete.

What you need

• Hold an active nurse practitioner license and board certification through AANP or ANCC.
• Have at least two years of clinical practice after certification, with depth in family, acute care, psychiatric, or adult gerontology practice.
• Write clear English suitable for documenting clinical reasoning.
• Work independently as a contractor on ongoing project work.
• Remote work; applicants must be based in an eligible country.
• Commit at least 10 hours per week. Work is asynchronous, with a flexible week-to-week workload.

Helpful background

Experience precepting nurse practitioner students, teaching clinical content, conducting chart or utilization review, or performing quality assurance can support this work. A DNP or an additional specialty certification is also helpful.

How to apply

Apply on OpenTrain with your resume, then complete the application on the hiring site.

About AI training work

AI training work uses human-created examples and reviews to help improve AI systems. Clinical experts contribute professional judgment so model responses can be assessed for accuracy and safety.