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Research Fellowship
Snorkel AI. Build open benchmarks and evaluation environments that help shape how AI progress is measured .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in designing and building open benchmarks and datasets, with a strong ability to collaborate with domain experts and lead projects from research inception to public release. Proven track record of publishing research in top venues and developing usable research artifacts.
Highest-signal resume keywords
PhD Student Or PostdocResearch Background In Open BenchmarksAbility To Turn Research Ideas Into Usable ArtifactsExperience With Agentic Evaluation Or RL EnvironmentsDeep Expertise In Scarce Evaluation Domains
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Open Benchmark DesignDataset DevelopmentResearch Artifact CreationProject ScopingTask Specification Definition
Soft Skills
Collaboration With Domain ExpertsFeedback ReceptionProgress Sharing
Industry Keywords
NeurIPSICMLICLRExpert Review ProcessPublic Release
About the role
Key responsibilities & impact- Build open benchmarks and evaluation environments that help shape how AI progress is measured
- Scope and lead a new benchmark, dataset, or environment in a domain where current evaluations fall short
- Define task specifications, rubrics, and reference answers with domain experts from Snorkel's network
- Run the expert review process
- Own the project from the initial research question through public release
- Release the research artifact publicly as lead author
- Join weekly research meetings to share progress, receive feedback, and contribute to other researchers’ projects
- Spend at least one day a week with Snorkel’s research team, including in person in the San Francisco or New York offices where applicable
Requirements
What you’ll need- PhD student or postdoc
- Research background to design and build open benchmarks, datasets, or environments
- Demonstrated ability to turn research ideas into working code, datasets, tools, or other usable research artifacts
- Ability to work with domain experts outside your own field and turn their judgment into a specification
- Ability to scope a project to a public release within the fellowship term
- Publications at venues such as NeurIPS, ICML, ICLR, or top venues in your own discipline (nice to have)
- Experience with agentic evaluation, RL environments, or LLM evaluation harnesses (nice to have)
- Deep expertise in a domain where expert-level evaluation is scarce, such as the sciences, medicine, law, finance, or engineering (nice to have)
Benefits
Comp & perks- A Snorkel research co-advisor matched to your project
- Domain Experts, compute, and engineering support for your project
- An open-source academic artifact released as a part of your work
- Time with Snorkel’s research team and other fellows, plus access to research and community events
- Research communications support to share your findings with the broader community
- Retain your academic affiliation
- Meaningful opportunities to shape priorities and initiatives, influence key strategic decisions, and directly impact ongoing success
- Support for building your career through technical expertise, leadership opportunities, and learning new skills