Methodology
How listings are reviewed.
Specialist AI Work shows apply buttons only when the current listing and application link are clear enough to share responsibly. Listings with unclear details are not shown.
Verification checklist
- Active listing status
- Provider page checked
- Application or referral link checked
- Pay text captured if visible
- Applicant and location requirements reviewed where visible
- Category fit assigned
- Referral-link disclosure shown
- Not published if details remain unclear
What the review labels mean
- Reviewed
- Reviewed means the listing was checked against the details visible on the provider page: role title, application or referral link, pay text, applicant and location requirements, and category fit. It does not mean the platform will accept an applicant.
- Last reviewed
- Last reviewed is the date of the latest recorded check. It tells you when the page was checked, not whether the opportunity stayed open afterward.
How the tracker works
What the tracker covers
The tracker focuses on remote AI evaluation, AI training, expert review, model evaluation, data quality, language, and specialist professional roles. It is built around role fit rather than platform hype.
Pay visibility and eligibility
Visible pay is recorded using the provider's wording when available. Firm hourly pay is calculated separately from variable or qualified rates and from advertised maximums such as 'up to' amounts. A listing may stay unpublished when pay is missing or questionable, only a referral reward is shown, or applicant requirements are unclear. Remote does not always mean worldwide, so check work authorization, country, credential, tax, and platform requirements before applying.
Rechecks, removals, and corrections
Listings are checked again on a documented schedule. A role may stay visible while more detail is checked, or be taken off public pages when the provider page, application link, check date, or role details are not clear enough. Corrections submitted through the contact page are checked against current public sources before the public record is updated.
Referral disclosure
Specialist AI Work is independent from the platforms it tracks. Some outbound links may be referral links, and referral attribution does not change which listings pass the review rules.
What the site cannot guarantee
Specialist AI Work cannot guarantee acceptance, matching, work availability, pay, hours, project duration, or that a listing will remain open. Users should verify the provider page before submitting personal information or applying.
Data and citation
Reports show their reporting date, dataset revision, and dataset identifier. Use the citation guide to describe the site or cite the report accurately.
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