1 день назад
Research Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Engineer (AI/ML): Implementing and improving frontier ML methods and benchmarks to build next-generation agent capabilities with an accent on RL, agentic systems, and multimodal ML. Focus on turning ambiguous research directions into concrete MVPs, datasets, and publications.
Location: Hybrid (San Francisco, US)
Company
works at the intersection of frontier AI research and production impact, collaborating with global AI labs to enhance model performance.
What you will do
- Independently identify and implement methods from research papers, benchmarks, and blog posts.
- Own the end-to-end process of reproducing and improving prior ML research internally.
- Build RL/agentic environments and novel multimodal benchmarks.
- Translate ambiguous requirements into concrete, testable research plans.
- Validate ideas through hands-on implementation, data annotation, and evaluation.
- Produce tangible outputs such as customer datasets, pilots, or conference publications.
Requirements
- MS or PhD in ML, CS, or a related quantitative field (or equivalent demonstrated research experience).
- Deep understanding of how ML models are trained and evaluated.
- Hands-on experience with RL, agentic systems, AI/ML benchmarking, or multimodal ML.
- Strong Python engineering skills for building eval harnesses and infrastructure.
- Must be based in San Francisco for a hybrid work arrangement.
- Ability to produce clear and professional technical writing.
Nice to have
- Proven publication track record (preferably as first author).
- Experience with benchmarks like OSWorld, MMMU, WebArena, or SWE-bench.
- Familiarity with reward modeling, reward hacking, or verifier/judge reliability.
- Experience with synthetic data generation or human-in-the-loop (HITL) workflows.
- Knowledge of cloud infrastructure and containerized environments.
Culture & Benefits
- Work on high-impact projects with frontier AI labs.
- Opportunity to contribute directly to next-generation agent capabilities.
- Ability to publish research and present at major AI conferences.
- Collaboration within a multidisciplinary and multinational team.
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