A lot of AI training work is sorted by the software behind it rather than by profession. If you’re fluent in a particular tool, that fluency is often the qualification on its own. This page groups roles by tool family, so you can start from what you already use every day.
Each family below links to its own page with the roles live right now and a live count. If your tool isn’t listed, it means there are no live roles for it today rather than that the work never appears, so it’s worth checking back.
How tool-based roles work
These roles ask you to work inside a tool you already know and judge whether an AI system uses it correctly. That might mean checking a spreadsheet the model built, reviewing a design it produced, or validating code it wrote. You’re not learning new software. You’re applying skill you already have to spot what the model got wrong.
The work is remote and task-based. You fit it around existing commitments, and the platform handles the brief. What it can’t provide is your familiarity with the tool, which is exactly the part that’s hard to replace.
Browse roles by tool
Every tool family below shows the roles live today. Counts update as new work comes in.
Prefer to start from what you’d be doing rather than the software? Browse by task, or search every live role in one place.