About the role
The perception team builds the systems that allow autonomous vehicles to understand their surroundings. The engineer designs and implements machine learning models for road understanding, trains these models using sensor data, and collaborates with other teams to evaluate their impact.
Our summary of the posting; the original is on the Waymo careers page.
What the posting requires
- Required
- Python
- PyTorch
- Deep learning
- Geometry
- TensorFlow
- Computer Vision
- Coordinate transformations
- 3D Perception
- Spatial reasoning
- Graph Neural Networks
- Preferred
- Programming
- Data pipelines
- Algorithms
- Neural networks
- Lane geometry
- Training techniques
These tags are our reading of the posting. They can miss something; the original posting is the reference.