Senior Computer Vision Engineer (Autonomous Driving)
Core
Researching and developing advanced autonomous driving technologies by processing visual data from vehicles to implement human-level perception capabilities.
Role type
Senior Computer Vision Engineer (Autonomous Driving)
Builds
3D computer vision and machine learning algorithms for autonomous driving systems
Domain
Autonomous Driving / Computer Vision / Robotics
Deliverable
production ML models
Required skills
3D computer vision, machine learning, 3D shape modeling, object pose estimation and tracking, self-supervised representation learning, world models, closed-loop simulation, C/C++, Python
Preferred skills
multi-sensor data processing and fusion (GPS, IMU, cameras, LiDAR), parallel programming (CUDA, OpenCL), system optimization, SLAM, depth estimation, 3D reconstruction, VR/AR application development, academic publications in top-tier conferences
Technologies
CUDA, OpenCL, Python, C/C++, LiDAR, GPS, IMU, cameras
Responsibilities
Research and develop 3D computer vision and machine learning algorithms for autonomous driving; Perform 3D shape modeling and processing; Implement object pose estimation and tracking algorithms; Develop efficient and scalable vision solutions; Work on low-level and physics-based vision algorithms; Create self-supervised representation learning from large-scale unlabeled scene data; Build world models and closed-loop simulation for autonomous driving
Seniority
Senior, hands-on IC
