All gigs · Expert gigs · checked 2026-11-09

Is Snorkel AI Expert Community legit?

A well-funded AI data company that recruits experts through its own site and company-posted LinkedIn jobs. Few independent reviews exist: Trustpilot has no reviews, and of two contributor reviews on Indeed, one says pay is on time and accurate and the other says submissions are hard to get approved with no feedback. A blog review reports Reddit complaints that work is paid only when a question actually stumps the model.

Does it pay? unclear

What you do

People with graduate-level expertise write hard questions and tasks that stump frontier AI models, with worked solutions and grading rubrics. They also review other experts' submissions and compare AI outputs against criteria.

The details

Pay: $63–410/task
As published: Paid per accepted task, not per hour. Its LinkedIn posts (Nov 2026): Mathematician 'can range from $63 to $410' per accepted task (60 to 390 minutes average), with 'at least $15 per hour for work performed'; Oil & Gas '$50-$67 per hour, or $200 per accepted submission'. FAQ: rates depend on expertise and complexity; many projects pay for attempts with quality bonuses; 'Top experts earn $3,000+ per week.'
Open in: US (14 US states)
FAQ: only select locations for legal, tax and compliance reasons, and eligibility is confirmed during application. Current LinkedIn postings are United States roles with 'Cannot reside in California'. Contributors must be eligible 1099 contractors.
Paid by: via HireArt (agent of record) · Weekly, for work accepted roughly the week before; aims to pay within two weeks of acceptance
Company: Snorkel AI (Stanford AI Lab spinout); payments via HireArt as agent of record
Backers: Raised $100M Series D at a $1.3B valuation led by Addition, May 29, 2025 (Snorkel press page citing Forbes).

Red flags

Pay is per accepted task (company's own posts), so rejected submissions can earn nothing
An Indeed contributor review reports no feedback on submissions, which makes approval hard

What we couldn’t confirm

The 'Join now' portal (experts.snorkel-ai.com/home/) returned 403 to our fetcher and timed out in Exa, so it could not be checked; the landing page itself loads. US-only and not-California come from current job posts, not from a published country list, and other locations may open per project. The two LinkedIn posts were read through Exa; plain fetching redirected to LinkedIn search.

Apply on snorkel.ai →How to spot fake ones

We are not affiliated with Snorkel AI Expert Community. Pay and availability change; confirm on the official site before you start. Never pay to get work.

Sources

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