Research Engineer, Benchmarks
Research Engineer, Benchmarks
L5
Industries
Research and Development in the Physical, Engineering, and Life SciencesCustom Computer Programming ServicesSoftware Publishers- Own the design, implementation, and quality of HUD's internal agent benchmarks
- Work with subject-matter experts to define tasks and create domain-specific benchmarks that evaluate agents on realistic workflows
- Build infrastructure to reliably run models and agents against benchmark tasks
- Develop metrics and analyses to understand benchmark difficulty, reliability, and failure modes
- Validate whether benchmark performance correlates with real-world evals, customer needs, and lab expectations
- Write clear documentation and benchmark reports that make results legible and credible to technical audiences
- ExperienceYou may be a good fit if you have:
- Proficiency in Python, Docker, and Linux environments
- Published papers or written technical blogs on relevant topics such as public benchmarks and their limitations, model failure modes, etc. - please link in your application
- Strong understanding of what a "good benchmark" means and what makes one realistic, reliable, and useful
- Experience working on environments and evals
- Curiosity and ability to truly understand how workflows in various domains work
- Strong candidates may also:
- Be detail-oriented and able to spot subtle inconsistencies or edge cases in tasks
- Be able to reason from first principles about task design, scoring, and failure modes
- Thrive in unstructured problem spaces
- Early-stage startup experience with ability to work independently in fast-paced environments
- Strong communication skills for remote collaboration across time zones
- Competitive compensation 100% covered top-of-the-line medical, dental, and vision from Blue Shield of CA (US employees)
- Lunch and dinner when you're in the office (in-office employees)
- Company-wide holiday break (Christmas Eve to New Year's Day) on top of PTO and paid holidays
- Other perks including an Equinox membership, 401k, and commuter benefits (US employees)
Level
SeniorL5
Location
Millbrae, CA
Occupation
Computer and Information Research Scientists
Industry
Research and Development in the Physical, Engineering, and Life Sciences
Posted
3 days ago
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