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  3. Outlier
Beer Money

Outlier

Outlier (by Scale AI) pays domain experts to evaluate and improve large language model responses across coding, writing, math, multimodal, and reasoning tasks.

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Program Details

Reward

Hourly $15-$50 USD depending on domain; PhD and specialist tracks pay more

Payout Methods

PayPal, Bank Transfer

Minimum Payout

None

Payment Frequency

Weekly

Categories & Availability

Categories
TechSurveys & Tasks
Available in
Global

About this program

Operated by Scale AI, Outlier recruits contributors with undergraduate-to-PhD credentials in STEM, coding, law, medicine, and languages. Work includes rating and ranking AI responses, writing expert prompts and ideal answers, multimodal tasks (audio/image/video), and long-horizon agent evaluation. Pay runs $15-$50/hr with coding and advanced math at the top. Important caveat: Scale AI is under active US Department of Labor investigation and has multiple 2025 wage-theft and contractor-misclassification lawsuits, plus a California case over 500+ contractors idled without WARN notice; Remotasks (Scale's sister platform) permanently shut down in Kenya, Nigeria, Pakistan and several Asian countries in 2024. Accounts can be deactivated without notice.

Frequently asked questions

How does the Outlier earning opportunity work?+

Outlier (by Scale AI) pays domain experts to evaluate and improve large language model responses across coding, writing, math, multimodal, and reasoning tasks. Review the listed details before joining, because eligibility and payout terms can vary by program.

What reward does Outlier offer?+

Hourly $15-$50 USD depending on domain; PhD and specialist tracks pay more.

How are Outlier payouts handled?+

Payment frequency: Weekly. Minimum payout: None. Payout methods: PayPal, Bank Transfer. Payout thresholds and methods can change, so confirm the latest terms on the official source before relying on them.

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