The Work
What You'll Actually Do
Forget data labeling. This is thinking work. You'll apply your domain expertise to improve how AI reasons.
Review & Critique
Read AI-generated responses in your field. Is the legal argument sound? Would you give this medical advice? Rate it. Explain what's off.
Reasoning Capture
Walk through problems step by step. What you considered. What you ruled out. Why you landed where you did. Your thinking is the product.
Red-Teaming
Find where AI breaks. Where it hallucinates. Where it sounds confident but is dangerously wrong. Your job is to find the cracks.
Preference Ranking
We show you two AI responses. You pick which one is better and explain why. Simple but shapes how models learn.
Who We're Looking For
Is This For You?
We're building a network of the world's top domain experts. If you have verified expertise in any of these fields, we want to hear from you.
Medicine & Healthcare
MDs, nurses, pharmacists, specialists
Law & Legal
Attorneys, paralegals, legal scholars
Science & Research
PhDs, researchers, lab directors
Engineering & Tech
Software engineers, ML researchers, architects
Finance & Economics
Analysts, traders, economists, CPAs
Academic & Education
Professors, educators, curriculum designers
Pay & Expectations
What To Expect
Based on domain & complexity
Most tasks are focused sprints
Every Friday, direct deposit
Work when you want
The Process
How It Works
Apply
Submit your background, credentials, and areas of expertise. Takes about 10 minutes.
Verification
A human reviews your application. We verify credentials and check your work history. Usually 3-5 days.
Onboarding
Quick orientation on our platform and quality standards. You'll do a few calibration tasks.
Get Matched
Projects that fit your expertise show up in your dashboard. You pick what interests you.
Get Paid
Complete tasks, submit quality work, get paid every Friday. Simple.
FAQ
Common Questions
Rates range from $60-300/hr depending on your domain and the complexity of the work. Medical specialists and PhD researchers typically earn on the higher end. We show you the rate before you accept any task.