01
Good with words?
AI needs people who can read carefully, spot weak reasoning and explain what makes an answer useful.
Explore generalist workA human guide to AI workYou bring
You bring
the judgment.
AI needs it.
Get paid to train AI by reviewing answers, labeling data or sharing your expertise. Start with what you do well. We’ll help you understand the rest.
Free guidance. Real requirements. No income promises.
A tiny example of the work
Which answer
is more useful?
Answer AConfident wording.
A key detail is missing.
A key detail is missing.
Answer BClear reasoning.
The evidence supports it.
The evidence supports it.
Your job: explain the difference.
Human judgment, at work.
01 · Find your lane02 · Check the requirements03 · Make a careful application
Less guesswork. A clearer first step.
You don’t have to know everything.
Start with your strongest skill.
02
Know your way around code?
Review generated code, find edge cases and explain why one solution works better than another.
Explore coding work03
Know a subject deeply?
Your professional or academic knowledge may fit a project that needs specialist judgment.
Explore expert workA plan you can actually use
Find your
starting point.
Three questions. A sensible route to explore. No email address, score or mystery algorithm.
The plan explains why a work type may fit your strengths and what to check before applying.
The field guide
The questions worth asking first.
Field guide
Can you train AI with no experience?
Separate no AI experience from no skills, and find beginner-friendly routes without assuming every platform accepts every applicant.
Field guide
What AI training pay really means
Learn to compare advertised rates, task pay, unpaid application time, and actual earnings with clear worked examples.
Field guide
How to avoid fake AI training jobs
Recognize deposit requests, fake recruiters, impersonation, and misleading earnings screens before sharing information or paying anyone.
Before the application
Get to know your first platform.
Field guide
Applying to DataAnnotation: prepare before the assessment
Choose a DataAnnotation track, resolve conflicting entry requirements, and prepare a careful application using the current official process.
Field guide
Applying to Outlier: turn your expertise into a clear application
Prepare your résumé and profile for Outlier, understand screening and project onboarding, and check the terms before accepting AI work.
Field guide
Applying to CrowdGen: choose the project before committing your time
Prepare a CrowdGen profile, compare project requirements, understand qualification, and verify the payment terms for the work you select.
A headline hourly rate
is only part of the story.
Eligibility, assessment time and project availability matter too. Understand the full picture before you build a budget around paid AI work.