Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Perception Engineer (AI): Developing next-generation 3D occupancy and segmentation networks for autonomous vehicles with an accent on multi-modal sensor fusion and high-performance deep learning models. Focus on architecting temporally consistent voxel representations to enable safe navigation in complex urban environments.
Location: Must be based in or able to work from Foster City, CA (Hybrid)
Salary: $242,000 - $290,000 per year
Company
Zoox is building a ground-up, fully autonomous vehicle fleet and the supporting ecosystem for next-generation urban mobility-as-a-service.
What you will do
- Design and implement multi-modal sensor fusion architectures (Lidar, Camera, Radar) for 3D occupancy and semantic segmentation.
- Develop vision-first fusion strategies to improve geometric understanding and reduce reliance on sparse sensor data.
- Engineer temporal processing modules to ensure prediction stability and consistency.
- Optimize model architectures for real-time on-vehicle inference while meeting strict latency requirements.
- Collaborate with tracking, prediction, and planning teams to refine geometric outputs for complex maneuvering.
Requirements
- MS or PhD in Computer Science, Robotics, Machine Learning, or a related field.
- 6+ years of industry experience in 3D Computer Vision and Deep Learning.
- Deep expertise in voxel-based or BEV (Bird's Eye View) architectures.
- Strong proficiency in Python and PyTorch, with experience in C++ for model integration.
- Experience with multi-sensor fusion and temporal data sequences.
Nice to have
- Experience optimizing models for TensorRT/CUDA for low-latency inference.
- Familiarity with sparse convolutions or query-based architectures.
- Experience with Vision Language Models, multi-modal 3D foundation models, or World Models.
Culture & Benefits
- Comprehensive health, dental, and vision insurance.
- Long-term and short-term disability and life insurance.
- Competitive compensation package including Amazon RSUs and Zoox Stock Appreciation Rights.
- Flexible paid time off including sick leave and vacation.
- Collaborative environment focused on robotics and autonomous vehicle innovation.
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