about 6 hours ago
Mountain View, CA, USA
Senior / Staff+
H1B Sponsor
Base Salary
$184k - $276k/yr
Responsibilities
- Develop and advance VLA models for onboard Behavior & Planning in autonomous driving systems.
- Build multimodal models that improve safe decision-making in complex driving scenarios.
- Research and apply state-of-the-art approaches in vision-language-action modeling.
- Train, fine-tune, and evaluate large-scale VLAs using real-world driving data.
- Optimize models for onboard deployment, focusing on efficiency and performance.
- Collaborate with teams to define training, evaluation, and deployment requirements.
- Design evaluation methodologies for multimodal models in safety-critical applications.
- Contribute to scalable model and data pipelines for rapid experimentation.
Requirements
- M.S. or Ph.D. in Computer Science, Machine Learning, Robotics, or a related field.
- 5+ years of industry or research experience in machine learning.
- Strong experience with vision-language models and multimodal foundation models.
- Hands-on experience with large-scale model training and evaluation.
- Familiarity with Vision Transformers and large language models.
- Experience optimizing models for deployment under compute constraints.
- Strong programming skills in Python and experience with deep learning frameworks.
- Ability to work independently and collaboratively in a fast-paced environment.
Tech Stack
C++PythonPyTorchTensorFlow
Categories
AI & MLData Science