9h ago
Senior Machine Learning Engineer, Sensor Validation
Mountain View, CA, USA; San Francisco, CA, USA; Kirkland, WA, USA
$204k-$259k / year
full-timesenior HybridAutonomous driving
🛠 Tech Stack
💼 About This Role
You'll develop sensor validation algorithms for Waymo's autonomous driving systems, ensuring sensors are properly calibrated and monitored. You'll work on onboard fault detection and sensor fusion algorithms for heterogeneous sensor platforms. This role offers a chance to impact next-generation perception solutions. You'll collaborate with hardware and perception teams.
🎯 What You'll Do
- Develop sensor validation algorithms for sensor health analysis.
- Implement onboard fault detection and isolation using ML.
- Work on sensor fusion for heterogeneous multi-platform systems.
- Develop a data flywheel to scale sensor validation approaches.
📋 Requirements
- MS in Computer Science, Robotics, Math, Physics or equivalent.
- 5+ years of experience in Machine Learning with deep learning focus.
- Deep understanding of laser, radar, and image sensing modalities.
- Strong C++ skills for production-level code.
✨ Nice to Have
- PhD in relevant field.
- Experience with large-scale data analysis tools like SQL, NumPy, Pandas.
- Publications at top-tier conferences.
- Experience in autonomous vehicle or robotics industry.
🎁 Benefits & Perks
- 💰 Discretionary annual bonus program
- 📈 Equity incentive plan
- 🏥 Generous Company benefits program
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