Perception Machine Learning Engineer
Core
Building multi-modal sensor fusion architectures and spatial-temporal representation learners for object detection, tracking, and road understanding to enable autonomous driving.
Role type
Senior IC Perception Machine Learning Engineer
Builds
Waymo Driver autonomous vehicle perception system
Domain
Autonomous driving / Computer Vision
Deliverable
production ML models
Required skills
Machine Learning, Computer Vision, Python, PyTorch, JAX, large-scale model training, distributed fine-tuning, model evaluation
Preferred skills
C++, MS or PhD in ML/Robotics/CS, publications at top-tier conferences (CVPR, NeurIPS, etc.)
Responsibilities
Develop methods for efficiently learning from large-scale real-world data; create scalable recipes for large data and model training on compute infrastructure; develop distributed fine-tuning methods; maintain model evaluation recipes and metrics.
Seniority
Mid-Senior, hands-on IC