22h ago
Senior / Staff Machine Learning Engineer, Behavior Planning & Prediction
Palo Alto, CA
✨ $185k-$290k / yearest.
full-timesenior Hybrid
🛠 Tech Stack
💼 About This Role
You'll design and deploy machine learning models for autonomous vehicle behavior planning and prediction at Woven by Toyota, a pioneer in mobility innovation. Your work will directly impact millions of Toyota production vehicles, advancing safety and well-being through human-centric automated driving solutions.
🎯 What You'll Do
- Design and develop advanced ML models for autonomous vehicle behavior
- Deploy scalable ML models on the autonomous vehicle platform
- Oversee end-to-end ML model development from data strategy to optimization
- Build and maintain ML pipelines for training and evaluation data
📋 Requirements
- MS or PhD in ML, CS, Robotics, or related field
- 3+ years experience with Python and deep learning frameworks
- Expertise in deep learning approaches (supervised, unsupervised, RL)
- Experience building robust data pipelines and ETL workflows
✨ Nice to Have
- Published research at top-tier conferences (NeurIPS, RSS, ICRA)
- Experience deploying ML models at scale in self-driving
- Familiarity with robot motion planning (trajectory optimization, MPC)
🎁 Benefits & Perks
- 🏖️ Unlimited PTO
- 🏥 Comprehensive health insurance
- 📈 Equity
- 💻 Remote-friendly hybrid model
- 🚀 Cutting-edge autonomous vehicle projects
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