The fastest-growing paid-task category: labeling, evaluation, and expert-domain work that trains AI models — verified rates and qualification requirements for each platform.
Editor's pick · refreshed November 2026
Hand-picked on pay, transparency, and reliability — never paid placements.
Kuro pays for passive data sharing — billed at an hourly or project rate, paid via Tremendous and Gift card or voucher. $1 per accepted hour of screen recording, with acceptance criteria unpublished
Per hourly or project rate. $10-$250/hr by expertise tier; each project posts its rate up front
AI-powered talent network that connects domain experts (software engineers, finance, healthcare, legal, etc.) with paid AI training platforms.
110 platforms listed, including 2 that cover ai training & data labeling as a secondary category.
Lightweight Windows and macOS desktop app that pays you to let it record your screen, computer inputs and metadata while you use the…
TIERED since mid-October 2026: Basic $0.10 ('New participants start on Basic'), Apprentice $0.25, Advanced $0.50, Pro $1.00 USD per eligible active hour
at an hourly or project rate · min payout None - 'There is no minimum withdrawal amount and no payout fee'; payments
Enterprise data provider that also recruits individual freelancers for AI data collection projects (audio, video, image, 3D/sensor…
Advertised per-hour ranges by market: audio and speech work USD 24-35/hour (also ZAR 140-230, TWD 450-650, TND 17-27)
at an hourly or project rate · min payout No minimum payout — the official freelance FAQ states approved work is paid…
Research participant panel where people can get paid to test products and share opinions through studies, screen recordings, videos…
Compensation is set per study based on duration (studies last 1-8 weeks), difficulty, quality and required skills; no flat per-study rate is published.
per study or session · min payout No minimum payout threshold is published
Clickworker takes beginners at microtask rates; Outlier pays expert-tier rates but gates entry with degree checks.
Read full comparison →AI training work pays people to improve machine-learning models: rating model responses, labeling images, writing and evaluating prompts, transcribing audio, and reviewing code. Demand has exploded, and so has the spread between the best and worst platforms — generalist microtasks pay a few dollars an hour while expert-domain projects (law, medicine, advanced coding) pay $15–40+/hr, sometimes on the same platform.
Every AI-training platform we list goes through the same verification discipline as every other category: pay models, qualification gates, identity requirements, payout methods, and country availability, checked against official contributor pages and terms. Where a platform hides its rates, we say so.
Before you apply, understand the two-tier structure. Generalist tiers accept most applicants and pay per task; expert tiers gate entry behind degree verification and domain tests but pay multiples more. The application-process row on each platform page tells you which you are walking into.
Expert tiers usually require at least an associate degree, with bachelor or higher for specialist domains. Generalist microtask tiers require no degree. Each platform page states the verified requirement.
Generalist work typically pays a few dollars per task; expert-domain projects pay $15–40+/hr. Across the 48 platforms we track, median expert-tier rates land in the $15–25/hr band.
Annotation labels raw data (images, text, audio); evaluation scores and ranks existing AI outputs. Evaluation work — especially prompt evaluation — is currently the most widely available expert-tier task.
Most expert-tier platforms verify government ID (often via third-party services like Persona or Onfido) plus tax information. Generalist platforms may only require email verification. Identity requirements are listed per platform.
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