Senior Machine Learning Engineer - Motion Planning & Model Introspection
Zoox
3 months ago
Foster City, CA, USA
Senior
H1B Sponsor
Responsibilities
- Lead initiatives to introspect machine learning motion planning models.
- Utilize existing techniques and develop novel introspection methods.
- Design architecture and implement tools for model behavior analysis.
- Collaborate with cross-functional engineering teams to improve behavior.
Requirements
- MS or PhD in Computer Science, Machine Learning, or a related field.
- 5+ years of industry experience in Machine Learning, including ML training pipelines.
- Proficiency in Python and ML libraries like PyTorch, NumPy, and Jax.
- Strong understanding of Imitation and Reinforcement Learning concepts.
- Familiarity with common learned model introspection techniques.
Tech Stack
NumPyPythonPyTorch
Categories
AI & MLData Science