Work flexibly, from anywhere.
Contribute remotely on a schedule that can fit around your existing work and commitments.
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.
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.
Build expertise that compounds.
Stay close to projects, receive meaningful feedback and deepen the value of your contribution over time.
How Project Matching Works
Evaluation Console Preview
Consensus Kappa
0.96
Quality Score
99.2%
Reputation Tier
Lead Reviewer
01
Initial Calibration
Complete a targeted domain calibration test or submit academic/professional credentials to establish baseline authority.
02
Dynamic Matching
Our routing engine directs active batches to you based on your verified domain taxonomy, language sets, and availability.
03
Consensus Audits
Submissions are cross-verified against multi-reviewer agreement checks to validate ground-truth accuracy and eliminate drift.