Staff Machine Learning Engineer, Behavior Planning & Prediction

Woven by Toyota is enabling Toyota’s transformation into a mobility company. The Behavior team at Woven by Toyota tackles Autonomy challenges in prediction and trajectory planning. They are seeking a skilled Machine Learning Engineer to help advance cutting-edge machine learning systems for prediction and motion planning in autonomous driving, influencing millions of Toyota production vehicles.

Requirements

• MS or PhD in Machine Learning, Computer Science, Robotics or related quantitative fields, or equivalent industry experience.
• 5+ years of experience with Python, any major deep learning framework, and software engineering best practices.
• Comfortable in writing C++ code to help integrate with our autonomous vehicle platform.
• 5+ years of experience with deep learning approaches such as supervised/unsupervised learning, transfer learning, multi-task learning, and/or deep reinforcement learning.
• Extensive experience with learning-based planning approaches like imitation learning, reinforcement learning and state-of-the-art techniques for sequential modeling like Transformer architectures.
• 5+ years of experience covering machine learning workflows, data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, and inference optimization.
• Passionate about self-driving car technology and its potential for humanity.
• Strong communication skills with the ability to communicate concepts clearly and precisely.

Benefits

• Excellent health, wellness, dental and vision coverage
• A rewarding 401k program
• Flexible vacation policy
• Family planning and care benefits