7h ago
Software Engineer, Applied Machine Learning, Planner Technology
Mountain View, California
$170k-$216k / year
full-timesenior HybridAutonomous driving
🛠 Tech Stack
💼 About This Role
You'll investigate driving behavior issues and develop ML models to improve the Waymo Driver's planning capabilities. You'll directly solve challenging driving situations and expand the impact of ML models while preserving interpretability. This role offers the chance to work on autonomous driving technology at the forefront of self-driving innovation.
🎯 What You'll Do
- Investigate driving behavior issues from logs and determine root cause.
- Define learning objectives and develop evaluation metrics for ML models.
- Improve performance of state-of-the-art ML models in Planner.
- Develop foundational frameworks to advance Waymo Driver's capabilities.
📋 Requirements
- Masters or PhD in Computer Science, Machine Learning, or similar discipline.
- Proficiency in C++ or Python.
- Experience with Machine Learning models in production systems.
✨ Nice to Have
- AV or Robotics experience.
- 4+ years of Software Engineering experience in complex systems.
🎁 Benefits & Perks
- 💰 Discretionary annual bonus program
- 📈 Equity incentive plan
- 🏥 Generous Company benefits program
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