Nurses, NPs, physicians and PAs — use your clinical experience to train the latest AI models in reasoning, treatment planning and documentation. We bring you in when there’s work worth your time.
A vetted network of practicing clinicians.
The work any experienced clinician would recognize.
Construct patient scenarios with incomplete histories, ambiguous presentations and competing comorbidities — the cases that need real judgment.
When the model falls short, produce the correct response, grounded in current practice, with the reasoning made explicit.
Define what a correct answer requires — findings, contraindications, reasoning — not an impression.
Work from complex, real-world audio and keep the clinical substance: reasoning, hedges and the plan’s conditions.
CrowdGen is the contributor platform of Appen, a publicly traded data company listed on the Australian Securities Exchange under the code APX. Founded in 1996, Appen has been present at every major inflection point in AI — from early speech recognition to frontier reasoning models. Today, 80% of the world’s leading LLM builders are Appen customers. Through CrowdGen, you can use your professional expertise to contribute to frontier AI development and research.
Joining the network is a qualification step — once your application is approved, we make matching projects available to you, and we reach out when one fits your background.
Because we vet everyone in the network. Seeing your real background is how we make sure the work we send you is actually matched to your experience. A LinkedIn profile and a resume showing your education and experience are required to qualify.
Once you submit your profile, our team reviews it and follows up within 72 hours if your background matches what we’re looking for.
Qualify Now