Perception Machine Learning Engineer - Continuous Learning
WaymoAutonomous Vehicles company
Mountain View, United States$175,000 - $215,000 USDMid
Dragoneer Investment Group
DST Global
Sequoia Capital
Andreessen Horowitz
Alphabet
Mubadala Capital
Data & AI
About the role
TL;DR
Build intelligent systems for autonomous driving, focusing on continuous model improvement.
- •Waymo is seeking a Perception Machine Learning Engineer to build intelligent systems that enable autonomous driving.
- •This role focuses on designing and building automated, closed-loop systems for continuous model improvement.
- •Key Responsibilities Architect and scale data pipelines for massive sensor data management.
- •Deploy active learning algorithms to identify impactful data for training.
- •Develop methods for evaluating real-world model performance and detecting regressions.
- •Optimize data efficiency through balancing, subset selection, and label quality.
- •Develop pipelines for mining, training, and evaluating rare, safety-critical scenarios.
- •Requirements Bachelor's degree in Machine Learning, Robotics, or Computer Science. 3+ years of professional experience in Machine Learning and/or Computer Vision.
- •Proven experience applying active learning in production environments.
- •Strong expertise in building large-scale ML data pipelines.
- •Deep understanding of data curation strategies.
- •Proficiency in Python and deep learning frameworks (PyTorch or JAX).
- •Strong software engineering skills.
Required skills
PythonPyTorchJAXComputer Vision
Nice-to-have skills
C++
Domain expertise
automotiveai
Tech stack
PythonPyTorchJAXComputer Vision