Get paid to put your 
physics 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 physics problems.
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How your physics expertise shapes more reliable AI
Frontier AI still struggles with problems that require deep scientific 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.
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What kinds of physics expertise are we looking for?
Theoretical & Mathematical Physics
Applied & Engineering Physics
Draw on experience with real-world systems, measurement, and experimental design. You may ground a problem in how physics actually behaves in a lab or in the field, not just on a chalkboard.
Quantum Physics & Quantum Information
Astrophysics & Cosmology
Use a background in stellar dynamics, general relativity, or large-scale structure. You may design specialized problems that demand deep domain-specific intuition, or review a peer's reasoning for subtle errors.
What the work actually looks like
Write a graduate-level, multi-step physics problem from scratch.
Provide a precise, fully worked solution.
Design it so an AI model has to genuinely reason through the physics, not recall a memorized derivation.
Astrophysics & cosmology
Other tasks ask you to review a peer's problem or a model's solution path, catching subtle scientific errors and judging whether a more rigorous approach exists.
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 judgment over shortcuts
That means multi-step derivations over rote recall, scientific precision over shortcuts, and real domain judgment over textbook plug-and-chug. If you're the kind of physicist 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
No AI experience required
What matters is deep expertise in physics. We'll never ask you to learn a new field to qualify.
Get paid for your expertise, not your hours
Total flexibility
This is remote and flexible work — hours depend on the assignment, not a fixed weekly minimum.
Built for real expertise
A vetted community, and your choice, always
