Zoox
Senior Staff Machine Learning Engineer - Perception
$277K–$389K
Boston, MA · Hybrid · Senior Staff · Full-time · Posted Nov 12, 2024
- Education
- BS, MS, or PhD degree in computer science or related field
About the job
Leads development of machine-learning perception algorithms and foundation models for autonomous driving, including scene understanding and generative-AI simulation validation.
What you'll do
- Develop algorithms to understand scenes around the robot and how they evolve over time.
- Build multimodal foundation models and apply generative AI to improve simulation realism for offline validation.
- Guide technical direction, mentor ML developers, and collaborate across autonomy teams.
What they ask for
- BS, MS, or PhD in computer science or a related field.
- Experience training and deploying deep learning models on sensor data.
- Experience with production machine-learning pipelines and modern computer-vision techniques.
- Strong mathematical and probabilistic skills; fluency in C++ or Python with a basic understanding of C++; extensive programming and algorithm-design experience.
Nice to have
- Publications in CVPR, ICCV, RSS, or ICRA; experience with autonomous robots.
- Experience with real-time sensor fusion, convolutional neural-network pipelines and architectures, or 3D data and representations.
Pay
USD 277,000–389,000 (per-year-salary) base salary
Tools
C++, Python, LiDAR, camera, radar
AI focus
Develops machine-learning perception algorithms and multimodal foundation models, and applies generative AI to improve simulation realism for offline validation.
Model-written summary · the original posting is authoritative