GigLookup

← Back to AI training work

Outlier

AI training tasks

What it is
High-volume AI training; volatile
What you need
At least an associate degree (their FAQ's own words); specialist roles require bachelor's through PhD by domain. Their FAQ also states, in the adjacent answer: 'students of legal working age can work part-time opportunities training AI' — and their role listings count degrees in progress ('being a graduate student') for some roles. Their page carries both statements; so does this card.
How you get paid
Hourly, listed per role — their board shows rates up to [figure removed] on named roles
Worker costs
Unpaid assessment flag
Taking new people
Yes
How we know
confirmed on the company's own page
Last checked by us
Aug 26, 2026
Where it works
from anywhere
How you get in
Sign up on their own site
Device you need
We haven't confirmed
Company behind it
Scale AI
Sign-up link
https://outlier.ai
Where this came from
Where we got this
Site + worker data

Every claim on this card, traced — 12 claims:

Company behind it unproven — carried from an older research method and not yet re-read from a source
Inherited at the v8 migration from the record's evidence class (Verified-official). This claim does not yet say where IT came from; the record does.
How you get in read from the company's own page
doors-package-v8.md: their own site
How you get paid read from the company's own page
debt-tranche3 (owner arc 2026-08-26): their own pages, fetched 2026-08-26: their own role board lists 'Remote Hourly rate' per role, 'Up to $50/hr' on named roles — hourly confirmed; the old figures were stale and are dropped
Local operating status derived from our own coverage research, not from the company's words
mktcle-reclass (owner ruling 2026-08-26): STRUCTURALLY UNSOURCEABLE from provider property — companies do not state their metro lists, so no re-fetch can ever pay this claim. Reclassified out of the owed pile into the declared class: derived from our own coverage research, not from the company's words.
Sign-up link read from the company's own page
doors-package-v8.md: their own site
Taking new people read from the company's own page
debt-paydown (owner arc 2026-08-26): RE-SOURCED FROM UNKNOWN: their own page, fetched this arc, carries an open application flow — the unknown resolved to taking-people on the source's own surface
Vehicle class read from the company's own page
category-vehicle-cascade (owner ruling 2026-08-25): CATEGORY DEFINITION — remote work is performed remotely — by definition, no vehicle is involved in doing it. Encoded at the category level by owner ruling; the record's own page remains the authority for everything else it states.
Vehicle needed read from the company's own page
vehicle-model-phase2 (owner arc 2026-08-25): restates this record's category-definition vehicle encode under the five-state model — the work is remote, listing-and-shipping, or hosting your own asset; no transport is part of doing it (the vehicle_tier claim remains the underlying source)
What it is read from the company's own page
debt-paydown (owner arc 2026-08-26): their own page title/heading, fetched 2026-08-26, restates the description's core identity claim in the source's own words
What you need read from the company's own page
outlier-both-statements (owner ruling 2026-08-26): their own FAQ, fetched 2026-08-26, states BOTH 'Yes, you need at least an associate degree to work on Outlier' AND (the adjacent answer) 'students of legal working age can work part-time opportunities training AI'. The source contradicts itself for a degree-less student; the card carries both of their statements rather than resolving what they left unresolved.
Worker costs read from the company's own page
debt-paydown (owner arc 2026-08-26): the record's provider-cited cost detail carries the current story this field pointed at — re-sourced against that evidence (see worker_costs_detail)
Worker costs, in detail unproven — carried from an older research method and not yet re-read from a source
Inherited at the v8 migration from the record's evidence class (Verified-official). This claim does not yet say where IT came from; the record does.

See something wrong? Tell us.