Human judgment trains the frontier models.

AI breaks on subtle ambiguity, edge cases, and high-stakes reasoning. We pair practicing domain experts and trained analytical evaluators with the research teams building next-generation AI.

Why experts work with Proffeta

Use your expertise on meaningful AI work — remotely, flexibly and in an environment built for quality.

Work flexibly, from anywhere.

Contribute remotely on a schedule that can fit around your existing work and commitments.

Earn for the value of your expertise.

Take on paid work that reflects your domain knowledge and the quality of your contribution.

Help shape more capable AI.

Improve how models reason, respond and perform in the real-world settings you understand best.

How project matching works

Sign-in screen for the Proffeta contributor application
Proffeta project-matching screen
Proffeta assessment screen

Specialist verified

Quality score

99.2%

Tier

Lead reviewer

01

Signup

Complete the onboarding for experts by providing the required information.

02

Experience-based matching

Our platform matches you with relevant projects based on your experience and expertise.

03

Assessments

If selected, get ready for the project assessments to ensure your experience is validated.