Specialist vs generalist AI training jobs: which pays more

The short answer

Specialist AI training jobs pay more than generalist ones on average, but not every specialism does, and the best generalist roles out-earn the weakest specialist ones. This comparison uses the 699 listings on this site as of 29 September 2026, and compares the site's General & Data Collection field against every other field.

The headline numbers

The 67 hourly listings in the general field have a median of $50 an hour (the midpoint of each listing's range), and half of them fall between $35 and $60.

The 597 hourly listings in every other field have a median of $75, with a middle half of $45.50–100. Take out languages and audio, which are specialist in name but pay less, and the remaining 445 professional listings have a median of $80 and a middle half of $65–115.

So a typical specialist listing pays around $25–30 an hour more than a typical generalist one.

One template, four tiers

The cleanest comparison on the board is Mercor's Application Users family, which runs the same job (recording yourself using a piece of software) at different rates depending on who you are:

Same platform, same task shape: professional or technical tools pay up to twice the generalist rate.

Where generalists do well

The general field is not uniformly low. micro1's AI Domain Expert listing paid $140–200 and its AI Trainer $100–180 before both closed. Mercor's Generalist Expert pays $50–70, which is more than most language and audio work. "Generalist" in these listings means no single field, not no bar: the work is writing, research and evaluation that has to hold up.

The low end of the general field is data collection: micro1's data annotator listings at $6–10 and its video-recording roles at $6–20.

Where specialists do not

Languages & Linguistics (median $27.50) and Audio & Voice ($28) are both below the general field. AI Safety & Evaluation sits level with it at $50. What lifts a specialist listing is a credential that is hard to find, which is why Health & Medicine leads at $140 and Law, Policy & Security follows at about $101.

The trade-off

Specialist roles pay more but are narrower. A listing for a US-licensed dermatologist or a BigLaw litigator is closed to almost everyone, while generalist listings on Mercor and micro1 are open to a wide pool.

If you have a professional background, apply to the specialist listing first; the rate difference is large and, on this board, consistent.

More on AI training pay

• How much do AI training jobs pay?: the full distribution by field, level and pay model
• AI training pay by country: which roles are priced by market and which pay one rate everywhere
• Can AI training work replace a full-time salary?: weekly hours, contracts and benefits
• What moves you up the AI training pay ladder: which credentials carry which bands