Get paid to put your 
biology 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 biology problems.
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How your biology 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.
Create
Develop original problems, solutions, and explanations that test advanced biological reasoning.
Review
Evaluate & improve
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What kinds of biology expertise are we looking for?
Molecular & Cell Biology
Bring expertise in areas such as signaling pathways, gene expression, and cellular mechanisms. You may trace a multi-step biological process, or catch where a proposed mechanism breaks down.
Genetics & Genomics
Apply knowledge of inheritance patterns, gene regulation, or sequence analysis. You may design tasks that demand precise, evidence-based reasoning from data to conclusion.
Ecology & Evolutionary Biology
Draw on experience with population dynamics, natural selection, or systems-level reasoning. You may develop problems for biologists who think in terms of interacting variables over time.
Biomedical & Physiological Sciences
Use a background in organ systems, disease mechanisms, or experimental design. You may ground a problem in how biological systems actually behave, not just textbook diagrams.
What the work actually looks like
Write a graduate-level, multi-step biology problem from scratch.
Provide a precise, fully worked solution.
Design it so an AI model has to genuinely reason through the biology, not recall a memorized fact.
Biomedical & physiological sciences
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 biologist 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 scientific reasoning directly shapes how frontier AI models handle rigorous biology problems — not busywork that gets thrown away.
No AI experience required
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
We verify every expert's identity and credentials for real, and participation in any project is entirely voluntary.
