Outlier is the contributor platform of Scale AI, the data company in which Meta bought a 49% stake in 2025. Scale created Outlier in 2023 to recruit people who write, review and test AI model responses. Contributors include generalists and specialists in coding, maths, law, science and languages. You work remotely as an independent contractor, choose your hours and get paid weekly.
At a glance
| What it is | Remote AI training and evaluation projects |
| Operator | Scale AI (Smart Ecosystem Inc., dba Outlier AI) |
| Created | 2023 |
| Pay schedule | Weekly, every Tuesday |
| Payment | PayPal, Airtm or ACH |
| Status | Independent contractor |
How it works
You apply with your background and skills, then complete onboarding and assessments for a project. Once you’re on a project, you work on tasks such as writing prompts, grading model answers against rubrics or testing AI agents. Pay is per hour on most projects. Outlier doesn’t promise a timeline for your first project.
What it pays
Outlier’s pages advertise up to $50 an hour for some coding projects. A tracked sample of its listings in October 2026 put the median at about $19.50 an hour, with most between about $13 and $28. Expert projects pay more than general ones.
What to expect
Work comes project by project. Contributors report projects ending suddenly, accounts paused by automated checks, and slow appeals. Scale cut contractor numbers through 2025, and Outlier is best treated as one client among several. In California, a $12.5 million wage settlement for contributors had its final approval hearing on 30 October 2026.
Getting started
Apply on outlier.ai with an honest, detailed profile of your expertise. Some projects ask you to install time-tracking or other third-party tools. Read each project’s guidelines closely, since quality scores decide whether you stay on it.
Staying on projects
Quality scores decide whether you stay on a project. Read the guidelines before each session, because rubrics change. Avoid rushing tasks to hit volume, keep notes on tricky edge cases, and use the project’s own channels for questions. If your account is paused, appeal calmly with specific details of the tasks involved.
Tax and tools
You’re an independent contractor, so tax is your responsibility. Some projects ask you to run time-tracking software while you work; read what each project requires before you accept it, so there are no surprises later.
Owen’s take
Outlier has real volume and pays weekly, which is more than most AI work platforms can say. Expect gaps between projects and keep at least one other platform running.
Who it suits
It suits graduates and professionals who want remote, flexible work and can follow detailed rubrics. It suits less well anyone who needs stable hours.
Similar options
- Appen runs AI data projects for remote contributors.
- Clickworker offers online microtasks and AI data work.
- Prolific pays for academic studies and AI tasks.
- Microworkers lists small paid online tasks.
More options are in Fast Money.
Pros and cons
Pros
- Weekly payments
- Backed by a large AI data company
- Higher rates for experts
Cons
- Projects end without warning
- Automated account flags
- No fixed hours
FAQ
Who runs Outlier?
Scale AI, through an affiliate doing business as Outlier AI.
How often does Outlier pay?
Weekly, on Tuesdays.
How much does Outlier pay?
Rates vary by project; a recent sample put the median near $19.50 an hour.
Is Outlier the same as Remotasks?
Both are Scale AI platforms covered by the same terms.
Do I need a degree?
Many projects look for degrees or professional expertise.
