Where
Remote. The page does not name a country list. It says you must be authorised to work in your country of residence. Confirm eligibility on Outlier when you apply.
Screening
Create an Outlier account, upload a résumé and a valid ID, then complete any screening the project asks for. The page looks for a STEM degree or equivalent experience, deep expertise in at least one named domain, and six or more years of hands-on work in that field.
Role details
Outlier is seeking experts to design tasks that, in the page’s words, stump frontier AI models, contributing to Terminal-Bench, a measure of how well agents perform on real-world tasks. The listed pay is up to $1,350 USD per task, and the page says tasks typically take 6 to 7 hours. Rates can vary by expertise, assessment, location and project need.
The work described is to author difficult terminal-based tasks in your domain, build an automated verifier, and refine the tasks as agents evolve. Example domains on the page include coding, machine learning, security, systems, hardware, sciences and operations or business.
Who it is for
The page looks for a degree in computer science, engineering or another STEM field, or equivalent professional experience, with deep expertise in at least one of those domains, and six or more years of real-world experience. For science tasks, it says a research-focused background is required. The location line is Remote. The page does not name a country list; it says you must be authorised to work in your country of residence.
Applying on Outlier
What happens after you click
- The link opens this opportunity on Outlier. Create an account there.
- Upload a résumé and a valid ID, then complete any skill screening the project asks for.
- If accepted, the page describes freelance contract work, remote, with no minimum hours stated. Pay is weekly, and rates can vary by project.
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TrainAI UK is independently operated. We are not affiliated with, endorsed by, or acting for Outlier in any way, and we do not recruit on its behalf.
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We read and checked this listing on Outlier on 14 November 2026, Europe/London. We summarise for readability and do not copy the posting in full. View on Outlier.