The Real AI Training Economy: Every Legitimate Way to Get Paid Training AI
Anthropic, OpenAI, and every major AI lab pay real people to train, label, and evaluate their models — no coding degree required. This is a researched, ranked directory of the platforms actually hiring right now.
Surge AI alone runs on ~50,000 contributors. Mindrift has onboarded 20,000+ trainers across 50 domains. Clickworker spans 7 million+ workers in 136 countries. This is not a fringe gig — it's a global workforce, and it's still growing.
Braintrust
Decentralized talent network connecting vetted professionals with AI, engineering, and data-related client projects.
Varies by project Apply HereAfterQuery
Expert network for reasoning, coding, and domain-specific data used in frontier AI model training and evaluation.
Varies by project Apply HereDataAnnotation.tech
RLHF and data annotation for leading AI labs. Expert-level tasks in coding, math, science, and humanities.
$20–$40/hr Apply HereOutlier AI
Operated by Scale AI. RLHF tasks across coding, writing, math, and more — flexible remote AI trainer work.
$12–$45/hr Apply HereAlignerr
Powered by Labelbox. Modern expert-review workflow for LLM evaluation and training data.
~$29/hr avg Apply HereSurge AI
Bootstrapped, profitable RLHF leader — Anthropic's primary human-feedback provider, ~50,000 contributors.
Varies by project Apply HereMercor
AI-vetted expert marketplace connecting professionals with top AI labs for high-value project work.
Varies — high for specialists Apply HereTuring
Coding and reasoning data provider for frontier labs, with a large developer and engineer contributor base.
Varies by project Apply HereHandshake AI
Campus-network-turned-data-labeler connecting students and grads to AI training and evaluation work.
Varies by project Apply HereToloka
Crowdsourcing platform spanning microtasks to vetted experts across 100+ countries. Beginner-friendly.
Per-task, no minimum Apply HereMindrift
Powered by Toloka. LLM evaluation, feedback, and hallucination detection across 50+ domains — 20,000+ trainers onboarded.
$15–$90/hr Apply HereAppen
One of the longest-running data annotation companies. Entry-level crowdwork through specialized projects.
$10–$20/hr Apply HereRemotasks
Scale AI's platform focused on image, video, and LiDAR annotation for computer vision systems.
Varies by task Apply HereProlific
Research participant platform for academic and industry studies, including AI training data collection.
£6–£12/hr Apply HereTELUS International AI Data Solutions
Multilingual data tasks with corporate backing and reliable payment processing.
Varies by region Apply HereClickworker
Germany-based crowdsourcing platform with 7M+ workers across 136 countries doing AI training microtasks.
Per-task Apply HereCloudFactory
Managed, team-based human-in-the-loop AI data services — annotation, validation, and curation.
Varies by role Apply HereInvisible Technologies
Enterprise AI operations pairing expert humans with software for RLHF and automation at scale.
Varies by role Apply HereSuperAnnotate
Annotation platform and tooling for image, video, text, and LLM-related AI training workflows.
Varies by project Apply HereLXT
Speech and NLP data collection, annotation, and evaluation for voice and language AI systems.
Varies by project Apply HereSama
Long-standing data annotation and computer vision labeling company serving major AI and autonomous vehicle clients.
Varies by region Apply HereiMerit
Data annotation for computer vision, NLP, and enterprise AI — healthcare, geospatial, and autonomous systems focus.
Varies by role Apply HereInnodata
Enterprise data engineering and annotation for generative AI training, evaluation, and fine-tuning pipelines.
Varies by project Apply HereCentific
AI data engineering platform partnering with major labs on multilingual and domain-specific model training data.
Varies by project Apply HereSnorkel AI
Programmatic data labeling platform used by enterprises to build and fine-tune AI training datasets.
Varies by project Apply Heremicro1
AI-vetted specialist marketplace matching engineers and domain experts to AI training and evaluation projects.
Varies by project Apply HereGloz
Language-focused AI training platform for text review, response assessment, and human feedback tasks.
Varies by task Apply HereSigma AI
Data annotation and linguistic services provider supporting AI training across text, speech, and image data.
Varies by region Apply HereOneForma
Pactera EDGE's crowdsourcing platform for multilingual AI training, transcription, and linguistic evaluation tasks.
Per-task Apply HereWelo Data
TransPerfect's AI data division — large-scale speech, text, and multilingual data collection for model training.
Varies by project Apply HereV7 Labs
AI data annotation platform and tooling for computer vision, with contributor programs for image/video labeling.
Varies by project Apply HereEncord
Data annotation and curation platform for computer vision and multimodal AI training pipelines.
Varies by project Apply HereKili Technology
Data labeling platform for text, image, and video AI training datasets, used by enterprise ML teams.
Varies by project Apply HereLabelbox
Data labeling and training data platform (parent of Alignerr) used across computer vision and LLM workflows.
Varies by project Apply HereCogito Tech
Human-in-the-loop data annotation and RLHF services for generative AI and computer vision clients.
Varies by role Apply HereAnolytics
Image, video, and text annotation services supporting computer vision and NLP model training.
Varies by project Apply HereShaip
Healthcare and enterprise-focused AI training data collection, annotation, and speech data services.
Varies by project Apply HereCentaur Labs
Medical and specialist data labeling network connecting clinicians and experts to healthcare AI training projects.
Varies by expertise Apply Here