Senior Systems & Hardware Experts - AI Benchmarking
Outlier (via Braintrust)
Braintrust is a freelance talent marketplace where companies post contract work and freelancers apply directly through the platform. Alongside ordinary freelance roles it carries AI-training projects from several data and model companies, and those are the listings shown here: Outlier's expert and generalist AI-trainer roles, DataMundi's country-specific data-collection projects, coding annotation, legal review and STEM research-evaluation work for a frontier AI lab, and Braintrust's own transcription projects. Most roles are remote but restricted to named countries, and pay is quoted per listing — hourly for the expert work, a flat fee for short data-collection tasks. You apply with a Braintrust profile, and work is contracted and paid through the platform.
Applied through us? Track where you are and what comes next on your dashboard.
Outlier (via Braintrust)
Outlier (via Braintrust)
Braintrust AI (via Braintrust)
Leading AI Lab (via Braintrust)
Leading AI Lab (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
DataMundi (via Braintrust)
Leading AI Lab (via Braintrust)
Braintrust AI (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Leading AI Lab (via Braintrust)
Leading AI Lab (via Braintrust)
Braintrust AI (via Braintrust)
22 of Braintrust’s open listings publish an hourly rate. Their median top-of-range rate is $69/hr against $65/hr across every platform we track. These are the rates listings advertise, not what anyone has earned; Braintrust sets individual pay after you apply. See how every platform compares →
Researched October 14, 2026 · 5 sources
Mostly. Braintrust is a real, well-funded freelance marketplace, but its Trustpilot page is almost entirely one-star, and pay is by invoice up to 30 days after submission.
20 reviews: 0% five-star, 95% one-star (19 of 20), 5% two-star. The page says 5 reviews in the last 12 months, but the listed dates suggest more than that, and the star graphic shows 1.5 while the text says 1.7. The profile is unclaimed and no company replies are shown. A search snippet listed 18 reviews, so the count has moved.
Checked October 14, 2026. Review sites change daily; follow the link for the current figure.
Best for: Experienced freelancers who can wait up to 30 days for an invoice and want to apply to client roles, through one profile.
Not for: Anyone who needs fast or guaranteed pay, or who is uncomfortable with an upfront video screening and heavy follow-up contact.
Worker complaints are what reviewers report, not findings by us. Spotted something out of date? Tell us.
Braintrust’s open listings grouped by the AI-training work they involve. Pay is the median top-of-range rate, shown when at least five listings of that kind state one.
| Kind of work | Open roles | Median top rate | Highest |
|---|---|---|---|
| Data collection | 28 | — | — |
| Voice recording | 9 | $20/hr | $31/hr |
| Rating AI answers | 4 | — | — |
| Writing training content | 4 | — | — |
| Expert consultation | 1 | — | — |
| Transcription | 1 | — | — |
Braintrust AI (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Outlier (via Braintrust)
Leading AI Lab (via Braintrust)
Every listing is classified by the background it asks for. This is how Braintrust’s 52 open roles break down, with the median top rate wherever at least five listings publish one. Each category links to the matching roles across all platforms.
| Category | Listings | Median top rate |
|---|---|---|
| Languages & translation | 25 | $23/hr |
| General (no specialty) | 7 | — |
| Miscellaneous | 7 | $20/hr |
| Finance & accounting | 3 | — |
| Law | 3 | — |
| Software engineering | 3 | — |
| Engineering | 2 | — |
| Data science | 1 | — |
| Science & research | 1 | — |
Language-specific roles: French (5), German (4), Spanish (4), Italian (2), Arabic (1), Bengali (1), Bulgarian (1), Chinese (1).
1 of Braintrust’s 52 listings state no country restriction. The other 51 are limited to the countries they name.
Side by side: pay, open roles, who can join and what comes after you apply.
Answers are generated from the live listings, so they change when the data does.
Braintrust is a freelance marketplace, not an AI-training platform — but it carries Outlier, DataMundi and frontier-lab projects. An honest 2026 review of what is actually on the board and why you might apply here instead.