Skill track

AI training & evaluation

Rate, compare and correct AI answers carefully enough to pass a writing or rubric test.

Time to ready
1–3 weeks
Spend
$0
Pay
Roughly $10–$40/hr for general work, more for experts
How hard to get in2/5
Check if I'm ready

Some links pay us a referral fee. It never changes what we recommend, and we list good options that pay us nothing.

What gets tested

What screeners actually check

Following long, detailed guidelines exactly
Spotting factual errors and checking sources
Explaining why one answer is better, in clear writing
Staying consistent across many similar tasks

Unlocks: Ethos · Rex.zone · Mercor

Worth your time

What moves the needle

Practise writing short critiques of AI answers

Free

This is the actual task. Write 20 critiques comparing two chatbot answers and explain your choice in three sentences.

Read public model guidelines and safety policies

Free

Published usage policies from major AI labs show how raters are expected to judge harmful or unhelpful answers.

Fact-checking drills with sources

Free

Screeners reward people who check claims instead of trusting fluent text. Practise finding a primary source for each claim.

A clean, well-proofread writing sample

Free

Most rater tests are judged partly on your own grammar and clarity.

Save your money

Usually a waste

Paid "prompt engineering" certificates

Platforms test your judgement live. We have not seen a screener ask for one.

Social media skill badges

Anyone can earn them in minutes, so screeners ignore them.

"Guaranteed placement" AI training courses

No course can guarantee a platform contract. Treat the promise as a warning sign.

Your plan

From zero to applying

  1. 1

    Days 1–3

    Learn the job

    Read our platform reviews and one public AI usage policy end to end.

  2. 2

    Days 4–10

    Practise the task

    Compare two AI answers to the same question every day and write why one is better.

  3. 3

    Days 11–14

    Polish and apply

    Proofread your profile, then apply to two or three platforms at once.

Questions

FAQ

Do I need a degree for general AI evaluation work?

Usually not for general rating work. Expert projects in law, medicine, maths or coding normally do ask for a degree or proven work experience.

Will a prompt engineering certificate help me get in?

We have not seen it make a difference. The screening is a live test of your judgement and writing.

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