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Get paid to put your 
math expertise to work on frontier AI
Apply your expertise to challenging projects that help train and evaluate advanced AI systems. Get matched with flexible, paid opportunities where your work directly improves how AI understands and solves complex, real-world mathematical problems.
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How your math expertise shapes more reliable AI
Frontier AI still struggles with problems that require deep mathematical reasoning. Your expertise helps AI teams identify where models fail, create better training data, and measure whether new models are actually improving. Work alongside other experts on projects where rigor, accuracy, and sound judgment matter.
Create
Develop original problems, solutions,
and explanations that test advanced mathematical reasoning.
Review
Check work from other experts for
correctness, rigor, and clarity — and strengthen it where needed.
Evaluate & improve
Analyze model responses, diagnose reasoning errors, and provide feedback that helps teams improve performance.
Getting started
01
Apply
Tell us your background and expertise.
02
Get verified
We confirm your identity and credentials via a background check. This is what makes companies trust every expert in our community.
03
Get matched
Once verified, browse projects that match your expertise and apply to the ones you want.
04
Get paid
Every task shows its pay upfront. No hourly guesswork.
Best done on desktop. Most experts are fully verified within about a few days.
What kinds of math expertise are we looking for?
Pure & Theoretical Mathematics
Bring expertise in areas such as algebra, analysis, topology, number theory, and proof-based reasoning. You may develop original problems, assess proofs, or identify subtle gaps in a model’s logic.
Applied Mathematics & Statistics
Apply knowledge of differential equations, optimization, probability, statistics, and mathematical modeling to problems that require translating complex scenarios into precise, solvable formulations.
Quantitative & Actuarial Mathematics
Use experience in quantitative finance, actuarial science, probability, or risk modeling to create and evaluate problems grounded in real-world quantitative reasoning.
Math Education & Olympiad-Style Problem Design
Draw on experience writing exams, developing curricula, creating competition problems, or building grading rubrics. Strong contributors can design challenging problems with clear, correct, and fully worked solutions.
What the work actually looks like
01
Write a graduate-level, multi-step math problem from scratch
02
Provide a precise, fully worked solution
03
Design it so an AI model has to actually reason through it, not pattern-match
Math education & Olympiad-style problem design
Other tasks ask you to review a peer’s problem or a model’s solution path, catching subtle logical or computational errors and judging whether an alternative approach is more rigorous.
Graduate-level by design
Every task is calibrated so that a graduate-level expert can solve it confidently, but so that it genuinely challenges — and often stumps — today’s most advanced AI reasoning models.
Expert judgement over shortcuts
That means multi-step derivations over rote recall, scientific precision over shortcuts, and real domain judgement over textbook plug-and-chug. If you’re the kind of mathematician who gets bored by easy problems, this is closer to the ceiling of what a task can ask of you.
Why Snorkel AI
Do work that actually matters
Your mathematical reasoning directly shapes how frontier AI models handle rigorous, multi-step problems — not busywork that gets thrown away.
No AI experience required
What matters is deep expertise in
mathematics. We'll never ask you to
learn a new field to qualify.
Get paid for your expertise, not your hours
The average task handling time is 60–390 minutes, with pay ranging per task and project.
Total flexibility
This is remote, 1099 contractor work with no hours commitment — work independently, from anywhere, on your own schedule.
Built for real expertise
We look for Master's or PhD-level expertise in mathematics, applied mathematics, statistics, or an adjacent quantitative field. Open to eligible U.S.-based contractors; residents of California are not currently eligible.
A vetted community, and your choice, always
We verify every expert's identity and credentials for real, and participation in any project is entirely voluntary.
