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Описание вакансии
TL;DR
Director, Foundation Model Data Recipes (AI): Leading the development of data recipes for Foundation World Models with an accent on pre-training, post-training, and the data flywheel. Focus on managing scientists to optimize scaling ladders, data mixes, and RL recipes for post-training.
Location: On-site or Hybrid in Mountain View, California, USA
Salary: $349,000—$431,000 USD
Company
Waymo is an autonomous driving technology company developing the Waymo Driver to improve mobility and safety through fully autonomous ride-hailing services.
What you will do
- Own the data recipe for Foundation World Model pre-training and post-training.
- Develop best practices for clustering, filtering, de-duplication, and long-tail data mining.
- Lead a team of research engineers to build a data flywheel utilizing massive driving datasets.
- Manage scientists working on scaling ladders, data mix optimizations, and RL recipes.
- Engage with the global research community on data-centric evaluation creation and refinement.
- Partner with internal engineering and research teams to accelerate collective knowledge on post-training best practices.
Requirements
- PhD or Masters in Computer Science, Machine Learning, Robotics, or a similar technical field.
- 5+ years of industry or post-doc research experience in Reinforcement Learning or Foundation Models.
- Proven track record of original contributions via high-impact publications (e.g., NeurIPS, ICLR, CVPR) or significant open-source contributions.
- Experience leading teams of research scientists and engineers to deploy real-world AI impact.
- Must be based in or able to work from Mountain View, California.
Nice to have
- Extensive experience working with data recipes for large-scale foundation models.
- PhD research focus on Data-centric AI, Multimodal learning, or Reinforcement Learning.
Culture & Benefits
- Discretionary annual bonus program.
- Equity incentive plan.
- Generous company benefits program.
- Opportunity to work on world-leading autonomous driving technology.
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