Expert work forthe AI economy

Get paid to apply your training where AI still needs human judgment, with flexible remote roles across STEM, software, finance, healthcare, and generalist work.

Latest roles

FAQs

What kind of work will I do?
You apply domain expertise to improve how models reason: reviewing outputs, creating expert examples, scoring against rubrics, and validating workflow behavior in your field.
Do I need prior AI experience?
No. We need deep professional judgment in your domain. The platform handles onboarding; you bring the expertise.
How much do roles pay?
Compensation depends on domain, complexity, and project scope. Rates are shown on each listing before you apply.
How long do projects last?
Most contracts run from a few weeks to several months. Length depends on the customer need and your availability.
Who is Zstate?
Zstate builds domain intelligence for frontier models: expert-verified training data, evaluations, and agent systems for regulated, high-stakes work.