Nvidia Senior Software Engineer - GTaaS pipelines 

China, Shanghai 

80127790

be doing:

the ground truth production, givenlarge amountsof data from various vehicle sensors including Camera, Lidar, Radar, GPS, IMU and others.focus on but not limited to the followings:

• Design, implement andmaintainsoftware modules and workflows for signal processing and computer vision in a distributed environment

• Automation and acceleration of ground truth generation with optimized data quality

• Optimization on algorithm and system performance, pipeline efficiency and throughput

• Automated dataanalytics and curationfor various AV use cases

An excellent understanding or experience in multi-deep learningperformance optimizationwill help you do a better job. Working with enthusiastic and dedicated people at the forefront of science and technology is one of thegreat thingsyou will love.Our work is fun andvery excitingAV products to make

What we need to see:

• BS orMS 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

• Deep understanding of system architecture,CPU/GPU/Memory/Storage,everything related to performance optimization

• Excellent knowledge of Computer Vision, and 3D vision will be a big bonus

• Hands-on experience of large data exploration, analysis,miningand visualization

• Prior working experience in the following areas: Autonomous Driving, Robotics, GPU technology, DeepLearningor 3D-Gaming

• Experienced in developing system software in a cloud and distributed environment for processing large scale data in an efficient manner

• Fluent in both oral and written English

Ways to stand out from the crowd:

• OpenGL/WebGL/CUDA programming and performance tuning

• Familiar with AV perception, knowledge of object detection/tracking, multi-sensor fusion such as lidar and camera, and time synchronization

• Knowledge of AV sensors and data processing

• Experience ofWeb image processing and data visualization

• Standalone project experience with 10k+ lines code, game,applicationor vision related

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