AI evaluation projects typically ask independent workers to review, compare, label, or rewrite model responses. The exact work and availability can vary widely by project and platform.

What the work may involve

  • Comparing two responses and selecting the stronger answer
  • Checking instructions, facts, tone, grammar, or safety
  • Writing explanations that support your rating
  • Completing qualification tests before paid work is offered

Who may be a good fit

Patient readers, researchers, editors, educators, analysts, and subject-matter specialists may find their existing skills transfer well. Consistency and close attention to written instructions matter more than hype about AI.

Sandy’s reality check

Project-based work can fluctuate. Treat advertised rates and available hours as claims to verify—not guaranteed income. Never pay a recruiter for access to a job.

Acceptance rates for this type of work are notoriously low. Some published estimates cite acceptance rates as low as 2.5%, although platforms do not consistently publish official acceptance data. A strong application or assessment does not guarantee placement or ongoing projects.

Questions to ask before applying

  1. Is compensation hourly, per task, or based on accepted work?
  2. Is training or qualification time paid?
  3. How often are projects available?
  4. What equipment, location, or subject expertise is required?
  5. How and when are workers paid?

Resources for this feature

Handshake AIGeneralist AI Trainer opportunityView opportunity →DataAnnotationGeneralist projectsView opportunity →OutlierAI training opportunitiesVisit Outlier →MercorExpert Model Trainer opportunityView opportunity →

Watch: an inside look at the work