Practice managers, revenue cycle leads, compliance officers, and health system administrators — use your operational experience to train the latest AI models in healthcare workflows, coding, and regulatory judgment. No clinical license required. Join CrowdGen’s network of healthcare administrators, and we’ll bring you in when there’s work worth your time.
A vetted network of practicing healthcare operators.
The work any experienced healthcare operator would recognize.
Competing constraints, staffing shortages, payer rules that override the general case, and the cross-functional ripple a single policy change sets off.
When the model falls short, produce the correct response grounded in how the work actually gets done, with the reasoning made explicit.
Build relevant frameworks that can assess comprehensiveness and practicality in chaotic, real-world environments.
Wrong codes, missed regulatory requirements, and guidance that would fail an audit or trigger a denial.
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.
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