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Текст:
Hirify AI/Оригинал
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.
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