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Описание вакансии
TL;DR
Staff Research Scientist (Foundation Models): Developing and optimizing data recipes for foundation model pre-training and post-training with an accent on data-centric AI and RL recipes. Focus on building a data flywheel, clustering, filtering, and scaling ladders to improve autonomous driving capabilities.
Location: Must be based in the US (Mountain View, San Francisco, or Kirkland). Hybrid role.
Salary: $251,000—$310,000 USD
Company
Waymo is an autonomous driving technology company developing the World's Most Experienced Driver to improve mobility and safety.
What you will do
- Own the data recipe for foundation model pre-training and post-training.
- Lead research on clustering, filtering, de-duplication, and long-tail data mining.
- Tech-lead research engineers to build a data flywheel from massive driving data.
- Integrate community research on scaling ladders and RL recipes.
- Collaborate with the research community on data-centric evaluation.
- Partner with internal teams to accelerate collective knowledge on post-training.
Requirements
- PhD or Masters in CS, ML, Robotics, or similar.
- 3+ years of industry or post-doc research experience in Data-centric AI, RL, or Foundation Models.
- High-impact publications (NeurIPS, ICLR, CVPR) or significant open-source contributions.
- Proficiency in ML frameworks (PyTorch, JAX, or TensorFlow).
- Must be eligible to work in the US.
Nice to have
- Experience with large-scale foundation model data and recipes.
- ML infra experience (training, evaluating, and deploying at scale).
- Experience with generative models (LLMs/VLMs) or reinforcement learning.
Culture & Benefits
- Comprehensive health, dental, vision, and life insurance.
- 401(k) retirement plan with company match.
- Generous paid time off: 20 days vacation and 40 hours sick leave per year.
- Extended parental leave (28-30 weeks maternity/baby bonding).
- 13 paid holidays per year.
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