Job Information
Nvidia Senior Computer Vision Software Engineer - GTaaS pipelines in Shanghai, China
NVIDIA is hiring Senior Computer Vision Software Engineer to help develop its world-class AI Infrastructure and leading-edge software on NVIDIA’s high-performance DRIVE platform for Autonomous Vehicles. We aim to build a high-efficient end-to-end data pipeline for ground truth production, to satisfy the needs of various AV teams and achieve the high quality and reliability in NVIDIA Drive products.
What you’ll be doing:
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 amount s of data from various vehicle sensor s including Camera, Lidar, Radar, GPS, IMU and others. We focus on but not limited to the followings:
Design, implement and maintain software modules and workflows for s ignal processing and computer vision in a distributed environment
Automation and acceleration of ground truth generation with optimiz ed data quality
Automated data analytics and curation for various AV use cases
Optimization on algorithm and system performance, pipeline efficienc y and throughput
An excellent understanding or experience in multi- sen s or s fusion and deep learning will help you do a better job. We also need to have enthusiasm for both deep learning and autonomous driving domain, and corresponding multiple field engineering ability. Working with enthusiastic and de dicated people at the forefront of science and technology is one of the great things you will love. Our work is fun and very exciting , and we are making important contributions on AV products to make a huge impact on cars worldwide .
What we need to see:
M S or Ph D 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
Ways to stand out from the crowd:
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!
NVIDIA is a Learning Machine
NVIDIA pioneered accelerated computing to tackle challenges no one else can solve. Our work in AI and the metaverse is transforming the world's largest industries and profoundly impacting society.
Learn more about NVIDIA .