Waymo is looking to improve the performance and capabilities of its state-of-the-art ML models in the Planner technology for its autonomous driving system, the Waymo Driver, to address challenging driving situations and enhance mobility.
Requirements
- Proficiency in C++ or Python
- Experience with Machine Learning models in production systems
- AV or Robotics experience
- 8+ years of Software Engineering experience in complex systems
Responsibilities
- Investigate driving behavior issues from logs and understand the root cause
- Improve performance of the state of the art ML models in Planner
- Develop foundational frameworks that help advancement of the Waymo Driver's capabilities.
- Expand the impact of ML models while preserving interpretability and behavioral guarantees
- Directly contribute to solving some of the most challenging driving situations in the long tail.
Other
- Masters or PhD degree in Computer Science, Machine Learning or a similar discipline.
- hybrid role
- report into a TLM of Planner Technology.
