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Senior Software Engineer - Performance
Company | NVIDIA |
Address | Santa Clara, CA, United States |
Employment type | FULL_TIME |
Salary | |
Category | Computer Hardware Manufacturing,Software Development,Computers and Electronics Manufacturing |
Expires | 2023-06-27 |
Posted at | 11 months ago |
We are now looking for a Performance Senior Software Engineer for Autonomous Vehicles! Intelligent machines powered by Artificial Intelligence computers that can learn, reason and interact with people are no longer science fiction. Today, a self-driving car powered by AI can meander through a country road at night and find its way. An AI-powered robot can learn motor skills through trial and error — this is truly an extraordinary time and the era of AI has begun. Image recognition and speech recognition — GPU Deep Learning has provided the foundation for machines to learn, perceive, reason and solve problems. The GPU started out as the engine for simulating human creativity, conjuring up the amazing virtual worlds of video games and Hollywood films. Now, NVIDIA's GPU runs Deep Learning algorithms, simulating human intelligence, and acts as the brain of computers, robots and self-driving cars that can perceive and understand the world.
- Devise acceleration strategies and patterns to improve software architecture and its efficiency on our computers with multiple heterogeneous hardware engines while meeting or exceeding product goals
- Develop, maintain and optimize latency and throughput of NVIDIA’s L2/L3/L4 autonomous driving solutions
- Diagnose and fix performance issues reported on our target platform including on-road & simulation
- Develop highly efficient product code in C++, making use of algorithmic parallelism offered by GPGPU programming (CUDA)/ARM NEON while following quality and safety standards such as defined by MISRA
- Good understanding of System SW / Operating Systems and Computer architecture
- Solid understanding of programming and debugging techniques, especially for parallel architectures
- Experience with performance analysis, optimizations and benchmarking
- Excellent C and C++ programming skills
- You have excellent analytical, written and verbal interpersonal skills
- BS/MS or higher in computer science or a related engineering field (or equivalent experience)
- 6+ years of relevant proven experience
- Experience implementing algorithms in Robotics, Computer Vision and/or Machine Learning
- Software development experience with CUDA/GPGPU or any data parallel architectures
- Strong mathematical fundamentals, including linear algebra and numerical methods
- Understanding of Embedded architectures and Real-time operating systems & scheduling
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