How much do AI training jobs pay by field?
These are advertised medians from live listings. They show what a platform says a role pays before you apply, not what any one person ends up earning. See how we count roles. Checked Oct 22, 2026; the live table on this page updates daily.
| Field | Open roles | Median advertised rate |
|---|---|---|
| Medical | 1,393 | $90/hr |
| Legal | 295 | $80/hr |
| Finance | 612 | $80/hr |
| Science | 2,241 | $70/hr |
| Engineering | 1,512 | $70/hr |
| Business & operations | 742 | $60/hr |
| Writing | 122 | $60/hr |
| AI evaluation & safety | 1,041 | $50/hr |
| Image & video | 861 | $35/hr |
| Language & voice | 3,298 | $30/hr |
The table has two ends, and they work differently. At the top is credentialed work, where medical and legal medians are high because many of those roles require a degree or license you already hold. At the bottom is volume work, where language and voice has more open roles than any other field and the lowest median, because far more people qualify for it. They are different trades, and one end is no better than the other.
Why does pay vary so much between AI training roles?
The first factor is how scarce the expert is. A platform that needs a pharmacist to check clinical reasoning can't hire a generalist instead, so it pays a pharmacist's rate. The second is whether the work can be checked. Tasks with a right answer, like accounting, code or medicine, pay more than tasks graded on taste, because labs can measure the quality and bill for it. Risk matters too. Safety and evaluation work on high-stakes outputs pays more than labeling the same content for training.
How are AI trainers actually paid?
Most expert AI training work is contract work, and the platform pays hourly or per completed task, usually weekly or bi-weekly. Per-task pay can work out to very different hourly rates depending on how fast you are. That's why this page compares advertised hourly medians where platforms disclose them, and why you should convert any per-task offer to an hourly figure before you accept it. About 78% of the platforms Swooply tracks disclose pay up front. Be careful with the other 22%, because if a platform won't state a rate before asking for unpaid assessments, take that as a warning.
What do the highest-paid AI trainers have in common?
It isn't AI experience. The top of the pay table is made up of clinicians, lawyers, accountants, engineers and scientists who are paid to judge AI output in the field they already work in. Their judgment is what the platform is buying. A model can write a contract summary in seconds, but knowing whether the summary is right is the hard part, and that comes from years in the job. It's also why résumé fit matters more than sending lots of applications. The same person can be a $30/hr generalist applicant or an $85/hr legal expert, depending on which roles they apply to.
How can you see what your experience pays?
Upload your résumé at Swooply and every open role is scored against it as a Strong fit, Good fit or Stretch, with the advertised rate shown first. It's free for candidates, and your résumé is used only to rank roles for you and is never sent to platforms.