Loading...
InternInternshipPythonC++AWSMachine LearningTensorFlowPyTorchGitAIML
Salary Range
$30,600 - $41,400 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
We are looking for a Machine Learning Intern to join Woven by Toyota's team developing human-centered automated driving solutions. This internship offers a unique opportunity to work on behavior foundation models that enable autonomous vehicles to understand their environment and make safe decisions.
Key Responsibilities
- βLeverage large-scale multimodal driving data to build robust behavior foundation models for autonomous driving
- βApply techniques from generative modeling, imitation learning, and reinforcement learning to improve planning and reasoning capabilities
- βExplore data generation and simulation frameworks to enhance training datasets
- βInvestigate and apply scaling laws to train behavior foundation models in a cost-effective manner
- βDeploy machine learning models on our autonomous vehicle platform while adhering to safety standards
Requirements
- βCurrently pursuing a master's or higher degree in a quantitative field (Statistics, Mathematics, Physics)
- βStrong proficiency with Python and major ML frameworks (PyTorch/TensorFlow/JAX)
- βSolid understanding of deep learning fundamentals
- βExperience with at least one of: imitation learning, reinforcement learning, Transformer/diffusion-based temporal models, or Vision-Language-Action models
- βExperience with data libraries including jupyter, numpy, scipy, pandas, scikit-learn, matplotlib
- βGood proficiency in English
Benefits
- β Temporary housing provided
- β Air tickets provided for international students
- β Visa support provided
- β Structured professional development and fun events
- β Opportunity for a return offer as a full-time employee
