Computer Vision Engineer (Autonomous Driving)
Core
Researching and developing advanced computer vision and machine learning algorithms to enable human-level perception and 3D environment understanding for autonomous driving vehicles.
Role type
Senior IC Computer Vision Engineer (Autonomous Driving)
Builds
Next-generation autonomous driving systems with high-performance perception capabilities.
Domain
Autonomous Driving, Robotics, Computer Vision
Deliverable
production ML models
Required skills
3D computer vision, machine learning, 3D shape modeling, object pose estimation, tracking, self-supervised representation learning, world models, closed-loop simulation, vision robotics, physics-based vision, system design and optimization
Preferred skills
multi-sensor data processing, sensor fusion, SLAM, depth estimation, 3D reconstruction, CUDA/OpenCL parallel programming, VR/AR application development, large-scale cloud ML deployment
Technologies
Python, C/C++, CUDA, OpenCL, LiDAR, GPS, IMU, Camera
Responsibilities
Develop 3D shape modeling, object pose estimation, and tracking algorithms; Research self-supervised representation learning using large-scale unlabeled scene data; Develop world models and closed-loop simulation technologies; Explore advanced vision, robotics, and physics-based vision algorithms; Design efficient and scalable computer vision systems
Seniority
Senior, hands-on IC
