Senior Computer Vision Software Engineer

4 weeks ago

Shanghai, Shanghai, China NVIDIA Full time
About the Role

NVIDIA is seeking a highly skilled Senior Computer Vision Software Engineer to join its team and contribute to the development of its world-class AI Infrastructure and leading-edge software on NVIDIA's high-performance DRIVE platform for Autonomous Vehicles.

This is a collaborative work with AV perception team, AV production team, and AI infrastructure engineers to accelerate and optimize the ground truth production, given large amounts of data from various vehicle sensors including Camera, Lidar, Radar, GPS, IMU and others.

Key Responsibilities
  • Design, implement and maintain software modules and workflows for signal processing and computer vision in a distributed environment
  • Automation and acceleration of ground truth generation with optimized data quality
  • Automated data analytics and curation for various AV use cases
  • Optimization on algorithm and system performance, pipeline efficiency and throughput
Requirements
  • MS or PhD degree, preferred in Computer Science, Computer Engineering or Electrical Engineering
  • 3+ years of work experience
  • Solid software design and programming skills in Python, C++, or similar languages under Linux environment
  • Excellent knowledge of Computer Vision, and 3D vision will be a big bonus
  • Prior working experience in the following areas: Autonomous Driving, Robotics, SLAM, GPU technology, Deep Learning or 3D-Gaming
  • Familiar with AV perception, knowledge of object detection/tracking, multi-sensor fusion such as lidar and camera, and time synchronization
  • Fluent in both oral and written English
Preferred Qualifications
  • Experienced in developing system software in a cloud and distributed environment for processing large scale data in an efficient manner
  • Hands-on experience of large data exploration, analysis, mining and visualization
  • Experience of OpenCV/OpenGL/CUDA programming skills
  • Standalone project experience with 10k+ lines code, game, application or vision related
  • Deep understanding of system architecture, CPU/GPU/Memory/Storage, everything related to performance optimization

NVIDIA is widely considered to be one of the technology world's most desirable employers, and is committed to fostering a diverse work environment and proud to be an equal opportunity employer. We have some of the most brilliant and talented people in the world working for us. Are you a creative and autonomous software engineer with a genuine passion for advancing the state of AI and machine learning across a variety of verticals? Do you love challenges? If so, we want to hear from you.

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