19h ago
Staff Machine Learning Engineer, Behavior
Tokyo
✨ $220k-$320k / yearest.
full-timelead Hybrid
🛠 Tech Stack
💼 About This Role
You'll lead the design of advanced machine learning models for autonomous vehicle prediction and motion planning at Woven by Toyota. You will drive high-impact projects, deploy scalable ML models on autonomous platforms, and collaborate across Perception, Planning, and Simulation teams to advance state-of-the-art autonomy.
🎯 What You'll Do
- Define the technical roadmap and inspire cross-functional alignment.
- Design and develop deep learning models for autonomous vehicles.
- Deploy scalable ML models on the autonomous vehicle platform.
- Integrate modern technologies with rigorous safety standards.
📋 Requirements
- MS or PhD in Machine Learning, CS, or related field.
- 5+ years experience with Python and deep learning frameworks.
- 5+ years experience in deep learning approaches (supervised, unsupervised, RL).
- Comfortable writing C++ for autonomous vehicle platform integration.
✨ Nice to Have
- Published research at top-tier conferences (NeurIPS, CVPR, etc.).
- Proven track record deploying ML models in self-driving field.
- Experience with computer vision or robotics motion planning.
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