Teachers already do the core of AI training work every day. You write clear questions, you know what a good answer looks like, and you mark work against a rubric. AI companies need exactly that.
This guide explains which teaching skills transfer, where to apply, and the honest catches.
Why teachers fit this work
Most AI training tasks look a lot like marking:
- Grading AI answers. Read a response, decide if it's right and complete, and explain why in a few sentences.
- Writing rubrics. Turn "a good answer" into a clear checklist that other graders can apply the same way.
- Writing questions with model answers. Hard, realistic problems in your subject, plus the answer you'd want from your best student.
- Explaining step by step. Many projects check whether a model explains its reasoning clearly, especially in maths and science.
Our research found rubric writing and grading are named work types on several expert platforms. That's lesson planning and marking by another name.
Which teachers are most in demand
Be realistic here. AI companies mostly hire for subject knowledge, not for teaching itself. Listings usually ask for a field or a degree rather than for classroom experience.
- Maths, physics, chemistry, biology and computer science teachers, especially with a degree in the subject.
- Language and literature teachers, for writing quality and grammar work. Teachers of a second language have an extra edge. See AI training jobs in other languages.
- History, economics, law and other humanities, where projects test reasoning and accuracy.
- University lecturers and PhD holders, who fit the expert roles best.
If you teach younger children or a general curriculum, there's still work, usually in general rating and writing. Read AI training jobs with no degree for what that looks like. Your degree still helps on your profile.
Where to apply
- micro1 hires domain experts in fields such as engineering, finance, economics and linguistics, from early-career professionals to PhDs.
- Mercor has the widest spread of roles, from general rating to subject specialists.
- Handshake AI suits grad students and PhDs, and says no AI experience is needed. Most projects must be done from inside the US.
- Turing hires domain experts and researchers alongside engineers.
- TELUS Digital AI has rating work by language and country, which suits teachers who want flexible general work.
Check the tracker for which platforms are adding roles this week.
What it pays
Pay is set on each listing and rises with the subject depth the role needs. We only quote figures from a platform's own page: Handshake AI's page shows roles from $40 an hour up to $125 an hour, depending on the role. Expert subject roles usually pay more than general rating.
For many teachers, the realistic picture is a few paid hours a week around school, not a new salary. Read how AI training pay works for contractor status and tax.
How to apply well
- Lead with your subject, not your job title. "MSc Chemistry, 8 years teaching A-level chemistry" matches better than "secondary school teacher".
- List your degree and level exactly. Expert roles often require a specific degree.
- Mention marking and exam experience. Examiner or moderator work shows you can apply a rubric consistently.
- In the interview, explain like you would to a class. Clear, structured reasoning is what's being tested.
- In test tasks, follow the project's rubric, not your own. Teachers sometimes grade by instinct. Here, consistency with the guidelines is everything.
The catches
- Hours aren't guaranteed. Passing screening puts you in a pool. Projects end, sometimes suddenly. If you're waiting, read passed the interview but no projects.
- School holidays don't match project timing. You can't count on work arriving in July and August.
- Monitoring. Some platforms track time with software that takes screenshots while you work.
- Don't use AI to do the task. Platforms check, and it can cost you the project.
- Check your contract. Some schools and education authorities limit outside work or want it declared. Don't use real student work or names in any task.
Where to go next
Find a role in your subject on the job list, or start with how to get your first AI training job if you're new to all this.
Some Apply links are referral links: we get a bonus if you're hired, it costs you nothing and the application is the same.