Future-proof your career with AI training work
Gain hands-on AI experience through paid, hourly work – accessing skill-aligned projects on a schedule you control.
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Review our open roles
We offer projects across a range of skill sets—see which are currently available.
A selective community of experts
Work alongside writers, lawyers, health professionals, coders, professors, and bilingual experts shaping the future of AI.
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“This is evaluation by people who understand system behavior and edge cases. The focus is always on improving model reliability.”
Daniel
Research Engineer
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“Every decision is grounded in first-principles reasoning. The standards are comparable to what I’ve seen in academic and industrial research.”
Anita
Applied Scientist
“This is annotation done by people who understand models, not just labels. The quality bar is high and enforced.”
Elena
Senior ML Engineer
“The work demands subject-matter expertise. Decisions are justified, reviewed, and aligned to well-defined taxonomies.”
Stephen
Research Scientist
“I came from a completely different field, but the onboarding was clear and the tasks genuinely challenged me. You learn fast when the bar is this high.”
Liam
Generalist Annotator
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“We are building the ground truth for reasoning models. Every data point is a lesson for the AI.”
Jason
Data Scientist
Our interview process
Not everyone gets in—that’s the point. We pay a premium for contributors committed to high-quality work.
1
Apply
Complete an assessment aligned with your area of expertise.
2
Start working
Access projects aligned with your skills and knowledge.
3
Get paid
Payment is issued after each completed project and can be withdrawn directly from your account.
AI Training Domains
We partner with professionals across disciplines, because human evaluation is essential at every level.
Generalist
Skilled generalists who bring critical thinking to AI evaluation across several backgrounds.
Starting at $20/hour
Mathematics
Mathematicians verifying proofs and ensuring the formal correctness of AI-generated solutions.
Starting at $40/hour
Physics
Physicists applying scientific rigor and domain expertise to evaluate complex technical outputs.
Starting at $40/hour
Chemistry
Chemists evaluating reaction mechanisms and molecular reasoning to train AI on chemical logic.
Starting at $40/hour
Biology
Biologists annotating cellular imagery and genetic sequences to advance healthcare AI.
Starting at $40/hour
Law
Legal professionals reviewing case law and contracts to train AI on nuanced legal reasoning.
Starting at $50/hour
Medicine
Medical professionals reviewing diagnostic data and ensuring clinical accuracy in health-focused AI.
Starting at $50/hour
Finance
Finance experts evaluating market models and risk assessments to sharpen AI decision-making.
Starting at $50/hour
Accounting
Accounting professionals verifying financial logic and standards to train AI on rigorous analysis.
Starting at $50/hour
Coding
Software engineers building training datasets and reviewing code generation to advance coding AI.
Starting at $40/hour
Bilingual
Multilingual professionals translating and evaluating AI content to ensure cultural and linguistic accuracy.
Starting at $20/hour
Why you’ll love working with us
"The work here is genuinely stimulating. I get to apply my domain knowledge to problems that matter, on my own schedule, with zero bureaucracy."
Daniel
COMPUTATIONAL BIOLOGIST
"I can structure my day around my research commitments. The async workflow is a game-changer."
Dr. Aris
Computational Biologist
"It's rare to find annotation work that actually requires domain expertise. Here, my background in physics is essential."
Sarah
Theoretical Physicist
"The compensation reflects the complexity of the tasks. It respects the time invested in high-quality reasoning."
James
ML Researcher
"Zero Zoom fatigue. I spend my time thinking and writing, not sitting in status updates."
Elena
Data Scientist
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"The work here is genuinely stimulating. I get to apply my domain knowledge to problems that matter, on my own schedule, with zero bureaucracy."
Stephen
PhD, Applied Mathematics
"The platform is intuitive and fast. It doesn't get in the way of the work."
Marcus
Software Engineer
"Seeing how our data improves the models is incredibly rewarding. We are shaping the behavior of future AI."
Dr. Li
Cognitive Scientist
"I appreciate the trust. I'm given clear guidelines and left to execute without micromanagement."
Rachel
Cognitive Scientist
"The community is brilliant. I've learned so much just by reading the guidelines and examples."
Sofia
NLP Specialist
Remote & Flexible
Work on projects when it suits you, with no fixed hours, no office, and full control over your schedule.
Meaningful Projects
Contribute to real world AI and ML systems built on clean, carefully human validated data.
Competitive Pay
Earn competitive rates with higher pay for consistent, high quality work.
No-Check In Culture
Focus on deep, uninterrupted work without constant check ins, calls, or unnecessary meetings.
Critical Thinking
Apply judgment and reasoning to question assumptions, identify gaps, and improve AI logic.
Latest Tools
Use modern development tools and workflows designed to support speed, clarity, and efficiency.
Impact-Driven
Your work shapes real AI products used at scale, not short lived experiments or demos.
Autonomous by Design
Choose when, how, and where you work, with performance measured by output, not activity.
And much more......
Access a growing set of benefits and opportunities as the platform continues to evolve.
Work that impacts your future.
Seamless application process
Our onboarding process is designed to identify your strengths, whether that's technical reasoning, creative writing, or domain expertise.
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Engaging work
Work on live projects that train AI systems. Rate and rank model outputs, create prompts, label data, or check responses for accuracy.
Control over projects
Work on live projects that train AI systems. Rate and rank model outputs, create prompts, label data, or check responses for accuracy.
Premium pay
Work on live projects that train AI systems. Rate and rank model outputs, create prompts, label data, or check responses for accuracy.
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"Expert decisions actually matter here. Guidelines are precise, feedback is thoughtful, and quality expectations are consistently enforced."
Salime
Research Scientist
"The projects here push real intellectual boundaries. I'm applying my ML research to problems with immediate impact, and the feedback loop between my work and model improvement is incredibly motivating."
Marcus
PhD Candidate, Machine Learning
$150M+
Paid to contributors
55+
Languages represented
100k+
Expert annotators
120M+
Annotations completed
Frequently Asked Questions
Have questions? Here we answer the most common questions.
You'll work on tasks that help AI perform better, like reviewing responses, checking accuracy, refining prompts, and rating outputs. No coding or technical background needed.
Projects vary but commonly include reviewing AI-generated text, ranking responses, checking facts, labeling data, and reviewing content in specific subject areas. All focused on improving real production AI systems.
This is ideal for people with strong reasoning skills, attention to detail, and subject-matter expertise who want flexible, remote work with real impact. Researchers, students, professionals, and independent contributors who enjoy analytical work and want to contribute to advancing AI systems.
This is a flexible, task-based contractor role. You work remotely on your own schedule, focused on output quality rather than hours logged. There is no long-term commitment required, and you can work as much or as little as you choose.
Get ahead in a changing workforce.
No recruiters. No interviews. Just meaningful work and real compensation.