For Domain Experts

Your expertise create breakthroughs.

Join a network of credentialed specialists shaping the next generation of frontier AI models. Flexible work, competitive pay, and meaningful impact.

28+ domains. One platform.

We match experts across every field where deep knowledge matters.

Insurance & Risk
Finance & Accounting
Mathematics & Statistics
Computational Linguistics
Physics & Engineering
Law & Legal Research
Biology & Life Sciences
Chemistry & Materials
Medicine & Healthcare
Philosophy & Ethics
Computer Science & AI
Education & Art

How it works

01

Apply & Verify

Submit your credentials, CV, and domain expertise. Our team reviews your background — typically within 5 business days.

02

Get Trained

Once verified, you'll receive an invitation to start training on your specific domain.

03

Contribute & Earn

Complete structured annotation, evaluation, or generation tasks. Get paid promptly via direct deposit or wire transfer.

Current Domain Expert AI Projects Pay

Rates reflect the depth of expertise required — not the lowest bid.

Specialist

$40–80/hr

Practitioners with 3+ years in-field experience

Expert

$80–150/hr

Advanced degree holders and senior practitioners

Principal

$150–300/hr

Recognized authorities, researchers, and domain leads

Common questions

What qualifications do I need?

We accept practitioners, advanced degree holders, and recognized authorities in their field. A minimum of 3 years of active domain experience is required. Academic credentials are a strong signal but not mandatory — demonstrated expertise matters most.

How much time do I need to commit?

Projects are flexible and asynchronous. Most experts contribute 5–20 hours per week, though you set your own availability. You can accept or decline any project invitation.

What does the work actually involve?

Tasks vary by project: evaluating model outputs for accuracy, writing domain-specific prompts and responses, annotating data, or providing structured expert feedback. All tasks are clearly scoped before you accept.

How and when do I get paid?

Payment is issued within 14 days of task completion and approval. We support direct deposit (US) and international wire transfer. Minimum payout threshold is $100.

Ready to apply?

Tell us about your background and domain expertise. We review every application personally.

Looking to partner as an enterprise client? See our enterprise offering →