NVIDIA is hiring Senior 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 amounts of data from various vehicle sensors including Camera, Lidar, Radar, GPS, IMU and others. We focus on but not limited to the followings:
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- 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
- Optimization on algorithm and system performance, pipeline efficiency and throughput
- Automated data analytics and curation for various AV use cases
An excellent understanding or experience in multi-sensors fusion, deep learning, algorithm or system performance optimization will help you do a better job. Working with enthusiastic and dedicated 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:
- BS or MS 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, mining and visualization
- Prior working experience in the following areas: Autonomous Driving, Robotics, GPU technology, Deep Learning or 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:
- Experience of OpenCV/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 of Web image processing and data visualization
- Standalone project experience with 10k+ lines code, game, application or vision related
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!