Software Engineer - Learned Trajectory Machine Learning Engineer
Zoox
over 1 year ago
Foster City, CA, USA
Entry Level / Mid Level
H1B Sponsor
Responsibilities
- Develop deep learning models for generating driving plans for autonomous vehicles.
- Utilize imitation learning and reinforcement learning techniques.
- Estimate the quality of driving plans based on safety, progress, and comfort.
- Leverage large-scale machine learning infrastructure for innovative solutions.
- Create metrics and tools to analyze errors and system improvements.
- Collaborate with Perception, Planning, and Simulation engineers.
Requirements
- BS, MS, or PhD in computer science or related field.
- Experience with transformer-based model architectures and reinforcement learning.
- Familiarity with production machine learning pipelines including dataset creation and training frameworks.
- Fluency in C++ or Python with basic understanding of C++.
- Extensive programming and algorithm design experience.
- Strong mathematics skills.
Tech Stack
C++Python
Categories
AI & MLData ScienceEmbedded