4 часа назад
Senior/Staff Research Engineer, Perception
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior/Staff Research Engineer, Perception (LiDAR, Camera, Radar): Designing and refining machine-learning perception algorithms for autonomous trucks, including sensor fusion, 3D object detection, segmentation, and tracking with an accent on real-time performance and complex dynamic environments. Focus on building large-scale training datasets, optimizing deep-learning models for edge deployment, and validating safety-critical perception systems through testing, simulation, and field trials.
Location: Mountain View, California, United States
Company
develops autonomous medium-duty trucks for short-haul, B2B middle-mile logistics, serving Fortune 500 customers and optimizing hub-and-spoke delivery operations.
What you will do
- Design and implement perception algorithms for autonomous vehicles, including sensor fusion, 3D object detection, segmentation, and tracking.
- Develop deep-learning models for real-time perception in self-driving trucks.
- Lead the collection, augmentation, training, and validation of large-scale perception datasets.
- Build testing and validation frameworks for reliability and safety across diverse scenarios and edge cases.
- Conduct simulations and field tests on real-world trucking routes and driving conditions.
- Collaborate with data engineering to maintain datasets and develop data-augmentation techniques.
Requirements
- Master’s or PhD in Electrical Engineering, Computer Science, Robotics, or a related field focused on sensor fusion, signal processing, or machine learning.
- At least 5 years of hands-on experience developing perception systems for autonomous vehicles, especially LiDAR- and camera-based perception.
- Expertise in C++, Python, CUDA, TensorFlow, and PyTorch.
- Experience with sensor calibration, vehicle dynamics, and environmental modeling.
- Strong knowledge of data structures, algorithm design, and complexity analysis for real-time, high-reliability systems.
- Experience optimizing deep-learning models for edge deployment through quantization, pruning, and knowledge distillation.
Nice to have
- Experience applying synthetic data to perception systems.
- Publications in top-tier technical journals and conferences.
Culture & Benefits
- Collaborative work across AI, robotics, software engineering, and data engineering.
- Culture emphasizing collaboration, respect, agility, diversity, and inclusion.
- Opportunity to contribute to resilient supply chains and more sustainable transportation.
- Headquarters in Mountain View with additional offices in Canada, Texas, Louisiana, and Arkansas.
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