Machine Learning Engineer - Perception Offline Driving Intelligence
Zoox
8 months ago
Foster City, CA, USA
Mid Level / Senior
H1B Sponsor
Responsibilities
- Develop multimodal large language models for robotaxis' environmental understanding.
- Implement model architectures and advanced training techniques.
- Build high-quality datasets from sensor data and large-scale data.
- Drive end-to-end ML solutions from research to production.
- Collaborate with teams to integrate models into the vehicle's decision-making pipeline.
- Validate and optimize solutions using real-world driving scenarios.
Requirements
- MS or PhD in Computer Science, Machine Learning, or a related field.
- Experience training and deploying large language models (LLMs).
- Experience building and maintaining ML training pipelines.
- Proficiency in Python and ML libraries like PyTorch and NumPy.
- Experience training models with large-scale data.
Tech Stack
NumPyPythonPyTorch
Categories
AI & MLData Science