Staff Machine Learning Engineer, Multi-Modal Perception
Core
Building the spatial-temporal representation and semantic meanings of the surrounding environment for Waymo's autonomous driving vehicle (ADV) to enable fully autonomous ride-hail service.
Role type
Staff Machine Learning Engineer (Multi-Modal Perception)
Builds
The Waymo Driver system for autonomous vehicles
Domain
Autonomous driving, Computer Vision, Deep Learning
Deliverable
production ML models
Required skills
Machine Learning, Computer Vision, Python, PyTorch, JAX
Preferred skills
C++, Publications at top-tier conferences (CVPR, ICCV, ECCV, ICLR, ICML, ICRA, IROS, RSS, NeurIPS, AAAI, IJCV, PAMI)
Technologies
PyTorch, JAX, Python
Responsibilities
Own tasks in the ML Driver and create methods to scale and improve task performance; Analyze behavior of ML systems in real-world application to identify issues and develop solutions; Monitor ML systems in production and develop methods for automatically detecting issues or regressions; Develop and maintain metrics for ADV relevant issues, including safety-critical and longtail issues.
Seniority
Staff, hands-on IC with strategic impact