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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