Company profile · data as of 2026-10-15
Surge AI
Creates expert human data, feedback, evaluations, and environments for frontier AI training.
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- Website
- surgehq.ai
- Primary offering
- Expert data & evaluation
- Category
- Frontier data & RL environments
- Tags
- Frontier data & RL environments, Expert network, RLHF, SFT, RL environments, Multimodal
What Surge AI sells
Uses expert work to train and test AI. It also builds practice tasks for AI systems.
- RL Environments and Agents — Coding tasks for training and testing AI agents (software that takes actions to complete a task).
- Rubrics and Verifiers — Grading rules and checks for model outputs.
- RLHF — Human feedback for model training (people rate responses to guide model training).
- SFT — Supervised fine-tuning (models learn from examples of desired responses).
- Human Evaluation — Experts assess model responses and behavior.
- Off-The-Shelf Data — Ready-made datasets for model training.
Headline metrics
| Metric | Value | As of | Source |
|---|---|---|---|
| Revenue >$1B reported FY2024 revenue | more than $1B | FY2024 | Reuters via AOL |
| Expert network Advertised PhD network | at least 200,000 | undated | issuer-reported network reach |
Most recent figure per metric kind. Run rate, ARR, revenue, funding and valuation are kept distinct; estimates and forecasts are marked.
Paid work and open routes
- Consultant network — Not published (program)
- Research & operations careers — Not published (careers)
- STEM Research Fellow — Hourly; rate not published (program)
- SWE environment contractor — $100–150+ / hour (intake unverified)
Pay labels are quoted as published and may be out of date; check each listing.
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