英伟达Senior Cameras and Sensors Software Engineer - Autonomous Vehicles
任职要求
We are now looking for a System Software Engineer – Cameras & Sensors for Autonomous Vehicles! Seeking software engineers who are passionate about designing, developing, and maintaining core technology ar…
工作职责
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• Develop a scalable 3D reconstruction system to showcase our proficiency in autonomous simulation and training. • Engage in 3D reconstruction-related research and apply those findings in our autonomous real use cases. • Stay updated on the newest advancements in 3D reconstruction and incorporate them to improve our model and pipeline. • Collaborate closely with cross-functional teams to successfully implement innovative solutions. • Drive the integration of 3D reconstruction capabilities into our world-class autonomous vehicle platforms.
NVIDIA is now looking for an Intern of System Software Engineers for its Autonomous Vehicle teams. As an intern of our team, you will be responsible for assisting senior engineers on developing and maintaining software to drive the car, given various sensor input devices including Camera’s, LIDAR, RADAR, GPS, IMU and others on Vehicle CAN, work with different teams here to transform the information into driving the car with the best experience. You will work with different teams on all sort of challenging problems for autonomous driving including computer vision, deep learning, object tracking, car controlling. You will help build the software and make it work flawlessly and safely on our driving platform. We expect you to have strong communication, organizational, and analytical skills. Solid understanding and strong system software experience is a requirement. Experience with GPU technology, image processing, computer vision, and multimedia are highly valued. Familiarity with deep learning / artificial intelligence is desirable. What you’ll be doing: • Craft the driving application for Autonomous Vehicle products • Solve the real challenging problems in the software with different teams and to drive the car with the best experience • Performance optimization on our driving platforms
• Work on research, design and implementation of software features that are beneficial to our customers to meet their performance targets and build unique values• Autonomous driving perception SW stack for improvement and issue fixes.• Autonomous driving perception DNN improvement/eval/KPI for DNNs.• Autonomous driving perception issue triage and root causing.• Develop solutions for DNN model acceleration, optimization and deployment.
• Implement AI/ML models for target detection, collision avoidance and automation control • Control robotics systems with computer vision, 3d camera, machine learning, etc • Develop automation software systems with smart, scalable, and testable code • Collaborate with senior engineers and cross-functional partners to understand requirements and translate them into concrete technical tasks • Work with various sensor modalities (LiDAR, cameras, IMUs, etc.) • Stay up to date with the evolving AI/ML landscape and help improve our tools, infrastructure, and practices based on new developments • Utilize CAD software (SolidWorks, Fusion 360, or equivalent) for mechanical modeling and fabrication (3D printing, CNC machining, etc.)