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Outlier

Related names: Scale AI

Scale AI’s contributor platform for coding, STEM and language work, including writing prompts, creating rubrics and rating answers.

Domain expertiseCoding & technicalLanguage & writingAI evaluation

Applying and requirements

Applications

Official information

The public contributor homepage directs applicants through its View Opportunities link.

Public contributor application entry point on outlier.ai.

Residence details and work permission are checked

Official information

Outlier's FAQ asks for a valid ID and mobile phone from your country of residence. It offers no visa sponsorship and says any visa must permit the work.

These are application requirements; residence-country documents do not by themselves establish project access or permission to work abroad.

General and project-specific onboarding

Official information

Outlier says general onboarding typically takes 30–90 minutes, covering account setup, expertise selection, skill screenings and identity verification. Project-specific onboarding follows and varies by project. Contributors work as independent contractors or freelancers.

The FAQ asks for at least an associate degree; some projects require higher qualifications.

Pay

Project-based hourly pay

Advertised rate

Rates depend on the project, expertise and location. Outlier’s generalist and coding community intakes each advertise up to US$30/hour; mathematics advertises up to US$50/hour for core work. A regional example, Hindi voice evaluation in India, advertises up to US$7.50/hour.

These are listing-specific examples, not pay limits for all Outlier work. The generalist and coding intakes match applicants to projects as they become available; both list Argentina, Australia, Canada, the UK, Mexico, New Zealand, Puerto Rico and the US. Mathematics also lists India and requires relevant degree study, LaTeX and English proficiency. Hindi voice work requires native or high fluency. Bonuses are separate from advertised base rates and depend on project terms.

Location and access

Access to projects

Permitted work countries can have project limits

Official information

Outlier lists countries and territories from which contributors may work. Customers may impose further country, region or state restrictions on individual projects.

Physical work locations, including the Canary Islands. Individual projects may be more restrictive.

Pay by location

Working abroad

Update your Primary Location when moving

Official information

When moving country or US state, Outlier asks contributors to update their profile's Primary Location and may require a new government ID. International travel remains subject to destination restrictions; masking a restricted location with a VPN is prohibited.

Current policy effective 15 July 2026. It does not publish a blanket travel-request requirement.

Worker experiences

Selected public accounts. Experiences are self-reported.

Supplemental income and downtime

Undated

One long-term contributor described substantial financial benefit followed by lower rates and inconsistent tasks. Another described enjoyable part-time work and significant cumulative income, while also reporting downtime and account problems that support resolved.

Two discussions; dates unavailable. Earnings and accounts of restrictions are self-reported.

Independent reporting

Working conditions

Source published: 2026-04-07

Interviewees described unstable work and uncomfortable content. Scale said participation is voluntary and flagged inappropriate tasks are stopped.

Ten interviewees.

Sources

Summary sources and related names

Reviewed 2026-09-12.

Related names: Scale AI