Deep Learning Inference Software Engineer
4 weeks ago
We are seeking a talented Software Engineer to join our team at NVIDIA
We are rapidly growing our research and software development for Inference. Our team specializes in developing GPU-accelerated Deep Learning software. Researchers around the world are using NVIDIA GPUs to power a revolution in deep learning, enabling breakthroughs in numerous areas. Collaborate with the deep learning community to implement the latest algorithms for public release in TensorRT.
Key Responsibilities:
- Develop deeply optimized deep learning kernels for inference.
- Perform performance analysis and modeling to understand the performance limiter of current software stack as well as underlying hardware architecture.
- Collaborate with different teams to improve both the software and architectures to extend the state of the art in performance, efficiency, reliability, and programmability.
- Work with cross-collaborative teams across automotive, image understanding, and speech understanding to develop creative solutions.
Requirements:
- Strong C/C++ programming and software design skills.
- Python experience a plus.
- Performance modeling, profiling, debug, and code optimization or architectural knowledge of CPU and GPU.
- GPU programming experience (CUDA or OpenCL) desired.
- Expertise in characterizing and modeling system-level performance, executing comparison studies, and documenting and publishing results.
NVIDIA is a leader in the technology industry, and we have some of the most forward-thinking and talented people in the world working for us. If you're creative and autonomous, we want to hear from you.
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Shanghai, Shanghai, China NVIDIA Full timeWe are seeking a talented Software Engineer to join our team in developing GPU-accelerated Deep Learning software.NVIDIA is a leader in the field of Deep Learning, and we are rapidly growing our research and software development for Inference. As a member of our team, you will be responsible for developing deeply optimized deep learning kernels for...
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