Zoox
Senior Machine Learning Engineer - Perception
Foster City, CA. Posted 18 months ago
The role
You will design and build detection models that use fused sensor data for Zoox's next-generation driving software. The work includes joint detection and tracking models and deploying learned models into Zoox robots.
What you will do
- Train ML models, including state-of-the-art approaches and ablations or modifications of existing models
- Document experimental outcomes and drive towards deploying models into Zoox robots
- Visualize data at the input and output to understand issues
- Collaborate with ML optimization, data labeling, metrics and planner teams for Zoox releases
Required qualifications
- MS/PhD in Computer Science or related field
- Experience with PyTorch or related ML frameworks
- Experience deploying learned models into production
- Excellent collaboration and teamwork skills with proven track record of working on large-scale problems
Nice to have
- Prior experience in the AV or related space with joint detection and tracking models
- Deep understanding of how to set up end-to-end training and evaluation processes
About the company
Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem to bring this technology to market. The company works at the intersection of robotics, machine learning, and design.