Waymo's Mapping team needs to build a high-resolution map of the world to support safe autonomous driving, requiring the development and scaling of systems for map generation, storage, processing, and distribution.
Requirements
- Experience with statistical analysis.
- Experience with large-scale data processing using frameworks like Google Data Flow or Apache Beam
- Experience with Tensorflow and/or C++
Responsibilities
- Evaluate and launch machine learning models that automatically generate map from raw data.
- Work with onboard teams to evolve Waymo’s mapping format to make it more automation friendly.
- Apply statistical analysis to validate large-scale changes.
- Build backend infrastructure for storing and processing many forms of map data
- Scale our systems to support mapping the whole world
Other
- Willingness to own problems end-to-end and work on various parts of the system
- A passion for good software engineering
- B.S. in Computer Science or a similar technical field, or equivalent practical experience.
- M.S. or Ph.D in Computer Science or a similar technical field, or equivalent practical experience
