13 days old

Computer Vision Software Engineer - Autonomous Driving

Nvidia Corporation
上海, CN-31
  • Job Code
    JR1926679
  • Jobs Rated
    8th

The NVIDIA Autonomous Driving team is developing leading-edge software for self-driving cars on NVIDIA's high-performance DRIVE PXTM platform. We focus on building learning machines that can derive practical skills from large amounts of diverse data. We believe that neural networks trained with such data will play a crucial role in the development of autonomous driving.

What you'll be doing:

Working with enthusiastic and dedicated people at the forefront of science and technology is one of the great things you will love when you join this team. Your work may have a huge impact in cars worldwide. You will be innovating algorithms, tools, system design, and processes. As a member of our group, it is our desire that you be hands-on and passionate about crafting practical results, spending as much time in the field as in the lab. Our main goal is to build product that really works well for autonomous driving. In addition to deep learning, a substantial part of the work are going to be doing is getting the car moving, working with sensors, modelling vehicle dynamics and other activities - so you will have the chance to make important contributions towards these efforts. Although our group is not in a scientific research environment, nor is deep learning our sole activity, publications may be a natural outcome from your work. However the driving force and the real measure of your success and the success of the team is building solutions that achieve widespread use. The work you will do has a wide impact, is fun, and very challenging!

You will work on machine learning oriented simulation task, working against 3D game engines, building data processing workflows, integrating simulation dataflow with machine learning targets. You need to have enthusiasm for both computer graphics and computer vision domain, and corresponding multiple discipline engineering ability.

What we need to see:

  • BS or MS degree preferred in Computer Science, Computer Engineering or Electrical Engineering, with a minimum of 3+ years of relevant experience.
  • Fluent in C/C++, Python.
  • Nontrivial experience with OpenCV and/or CUDA.
  • Fluent in graphics domain, OpenGL shaders, Unreal Engine development experience will be bonus.
  • Experience with database, SQL, MongoDB, docker.

Ways to stand out from the crowd:

  • Knowledge set of computer vision(classification, segmentation), Machine Learning (RCNN-Series, YOLO) practice will be bonus.
  • Standalone project experience with 10k+ lines code, Game, graphics or vision related will be bonus.
  • Big data related distribution system knowledge will be bonus.
  • Autonomous car and robot. Related experience will be bonus.

GPU computing is the most productive and pervasive platform for deep learning and AI. It begins with the most advanced GPUs and the systems and software we build on top of them. We integrate and optimize every deep learning framework. We work with the major systems companies and every major cloud service provider to make GPUs available in data centers and in the cloud and we create computers and software to bring AI to edge devices, such as self-driving cars and autonomous robots.

With deep learning, we can teach AI to do almost anything. New internet services, like Google Assistant, have learned speech from sound and provide a more natural way to access information. Self-driving cars use deep learning to recognize the space the car inhabits, the lanes in which it drives, and the objects to avoid. In healthcare, neural networks trained with millions of medical images can find clues in MRIs that until now could only be found through invasive biopsies. These are just a few examples. AI will spur a wave of social progress unmatched since the industrial revolution.

NVIDIA is widely considered to be one of the technology world's most desirable employers. We have some of the most brilliant and talented people in the world working for us. Are you creative and autonomous? Do you love a challenge? If so, we want to hear from you. Come, join our Deep Learning Software team and help us build the real-time, cost-effective computing platform driving our success in this dynamic and quickly growing field.

#deeplearning





Jobs Rated Reports for Software Engineer

Posted: 2019-11-23 Expires: 2019-12-22
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Computer Vision Software Engineer - Autonomous Driving

Nvidia Corporation
上海, CN-31

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