Expert networks for AI training

AI labs now pay professionals to write and judge training data. These are the main ways they find them.

Updated
In short
  • Mercor reported over 30,000 experts earning an average of more than $85 an hour.
  • Scale AI said about 12% of its contractors hold a PhD and about 40% a master's, law degree or MBA.
  • Firms that already hold years of expert work product can license it instead of commissioning it.

The networks

NetworkHow it worksPublished detail
MercorMatches labs with experts; hourly finder's fee and matching rate30,000+ experts; average over $85 an hour; $1.5 million+ paid daily
Labelbox AlignerrVetted experts hired through Alignerr ConnectNot published
Scale AIExpert contractors writing RL problemsAbout 12% PhD; about 40% master's, law degree or MBA
Surge AIExpert annotators for RLHF and RL environmentsCustomers include Anthropic and OpenAI
ProlificScreened participants for evaluationNot published

Sources: TechCrunch, SiliconANGLE, Labelbox, Wikipedia, Prolific.

For professional firms

The pay rates show what labs will spend on expert reasoning. A firm with years of its own templates, guidance and (with consent) de-identified work may be able to license it. Read AI data licensing for professional services firms.

Questions

How much do AI training experts earn?

TechCrunch reported Mercor's experts earn an average of over $85 an hour.

Sources

  1. TechCrunch: Mercor quintuples valuation to $10B with $350M Series C (October 2025)
  2. SiliconANGLE: Meta reportedly in talks on $10B+ investment in Scale AI (June 2025)
  3. Labelbox: Announcing Labelbox Alignerr Connect
  4. Wikipedia: Surge AI
  5. Prolific: Human evaluation for AI models

Tell us what you need

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