Research Scientist, Prediction & Planning
- Develop the next-generation ML-powered prediction and planning system to enhance the performance and capabilities of the ML driver and support the rapid scaling of Waymo’s business.
- Frame open-ended, real-world challenges as well-defined ML problems; research, develop, and apply cutting-edge ML techniques, including foundation models and reinforcement learning, for the planning and prediction tasks of autonomous vehicles.
- Collaborate with world-class researchers, engineers and product owners to create safe, smooth planning behaviors for all road users and to meet product requirements.
- Develop and evaluate large models, and integrate them into Waymo’s production planning software for real-world applications through close partnership with the Planner and Research teams.
- BS in Computer Science, ML, Robotics, similar technical field of study, or equivalent practical experience
- Added Demonstrated contributions to the ML community through publications, open-source projects, or significant industry impact
- Hands-on experience with modern deep learning libraries (eg: TensorFlow, JAX, Pytorch)
- Proficient programming skills (eg: Python, C/C++)
- Strong analytical and debugging skills
- 5+ years of experience in Machine Learning modeling and/or Autonomous Vehicles
- MS or PhD in Computer Science, Machine Learning, Robotics, or a related field.
- Publications in top-tier conferences such as ICML, NeurIPS, CVPR, ICCV, ECCV, ICLR, IROS, CoRL, ACL, or EMNLP.
- Prior software development or ML research industry experience (including internships).
- General software engineering experience solving motion planning or related robotics problems.
- Experience applying or evaluating ML-based systems in production environments.
- Experience with performance optimization of deep models, including with respect to specific hardware architectures
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