Deep Learning Inference Software Intern

6 months ago


Shanghai, China NVIDIA Full time

We are now looking for a Deep Learning Inference-Kernel and Performance Software Engineer Intern
 

We are rapidly growing our research and software development for Inference. We seek excellent Software Engineers and Senior Software Engineers to join our team. We specialize 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. Join the team that builds software to enable new solutions. Collaborate with the deep learning community to implement the latest algorithms for public release in TensorRT.

What you’ll be doing:

  • Develop deeply optimized deep learning kernels for inference.

  • Be responsible to do performance analysis and modelling 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.

What we need to see:

  • SW Agile skills is helpful.

  • Excellent C/C++ programming and software design skills.

  • Python experience a plus.

  • Performance modelling, 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 widely considered to be one of the technology world’s most desirable employers. 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

#deeplearning

  • Shanghai, Shanghai, China NVIDIA Full time

    We 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...


  • Shanghai, Shanghai, China NVIDIA Full time

    We are currently seeking a skilled Deep Learning Software Engineer to join our team based in Shanghai. This is a highly competitive role that offers a salary range of $120,000 - $180,000 per year.NVIDIA's history dates back to 1999 when we invented the GPU, which revolutionized computer graphics and parallel computing. Today, our GPUs power modern AI...


  • Shanghai, Shanghai, China NVIDIA Full time

    We are seeking a highly skilled Deep Learning Optimization Engineer to join our team at NVIDIA.About the Role:This is an exciting opportunity for a talented software engineer to develop deeply optimized deep learning kernels for inference. You will be responsible for analyzing and modeling performance to identify areas of improvement in our software stack...


  • Shanghai, China NVIDIA Full time

    We are now looking for a Deep Learning Performance Software Engineer! We are expanding our research and development for Inference. We seek excellent Software Engineers and Senior Software Engineers to join our team.We specialize in developing GPU-accelerated Deep learning software. Researchers around the world are using NVIDIA GPUs to power a revolution in...


  • Shanghai, Shanghai, China NVIDIA Full time

    We are seeking an ambitious and innately curious individual to be our Sr. Technical Program Manager for Deep Learning Software. You will collaborate with engineering and product leaders on planning and execution of large-scale programs to develop and publish software for training and inference applications using various types of neural networks.Key...


  • Shanghai, China NVIDIA Full time

    We are looking for an ambitious and innately curious person to be our Sr. Technical Program Manager for Deep Learning Software! You will work with engineering and product leaders on planning and execution of large-scale programs to develop and publish software for training and inference applications using various types of neural networks. You will drive the...


  • Shanghai, Shanghai, China NVIDIA Full time

    NVIDIA is seeking a highly skilled expert in deep learning system performance to join our AI performance projection and analysis efforts.Key Responsibilities:Analyze state-of-the-art AI models on various GPU hardware platforms.Identify performance bottlenecks and propose optimizations.Perform deep learning workload analysis.Requirements:BS, MS or PhD in...


  • Shanghai, Shanghai, China NVIDIA Full time

    NVIDIA is now looking for an exceptional individual to join its Compute Developer Technology team as a Deep Learning Expert Intern. This role offers the opportunity to work on cutting-edge techniques in deep learning, graphs, machine learning, and data analytics.About NVIDIA:As a pioneer in the field of AI computing, NVIDIA has established itself as a leader...


  • Shanghai, China NVIDIA Full time

    Do you love writing fast code and crafting software systems to solve complex problems? We are looking for hardworking software engineers to help design, build, and ship cuDNN: our GPU-accelerated library of primitives for deep neural networks. Intelligent machines powered by AI computers that can learn, reason, and interact with people are no longer science...


  • Shanghai, Shanghai, China NVIDIA Full time

    We are seeking a skilled Deep Learning Performance Software Engineer to expand our research and development in Inference. This role involves developing highly optimized deep learning kernels for inference, working with cross-collaborative teams, and occasionally traveling to conferences and customers.As a Deep Learning Performance Software Engineer at...


  • Shanghai, Shanghai, China NVIDIA Full time

    We are seeking a skilled Expert Software Quality Assurance Engineer to join NVIDIA's Deep Learning SWQA team.This position is part of the NVIDIA Deep Learning Software Quality Assurance team that defines, develops and performs tests to validate robustness and measure the performance of NVIDIA's Deep Learning software and GPU Infrastructure for autonomous...


  • Shanghai, China NVIDIA Full time

    We are looking for a Senior Software Test Development Engineer in NVIDIA’s Deep Learning SWQA team.The position is in NVIDIA Deep Learning Software Quality Assurance team that defines, develops and performs tests to validate robustness and measure the performance of NVIDIA‘s Deep Learning software and GPU Infrastructure for autonomous driving,...


  • Shanghai, Shanghai, China NVIDIA Full time

    We are seeking a highly skilled Advanced AI Software Developer to join our team focused on building and optimizing deep learning platforms. The ideal candidate will have a strong background in computer science, software development, and artificial intelligence.NVIDIA is at the forefront of AI computing technology, and this role offers a unique opportunity to...


  • Shanghai, China NVIDIA Full time

    NVIDIA is developing processor and system architectures that accelerate various deep learning applications. We are looking for an expert deep learning system performance architect to join our AI performance projection and analysis efforts. In this position, you will have a chance to work on performance projection, analysis, and optimization on...


  • Shanghai, Shanghai, China NVIDIA Full time

    We are seeking an exceptional Software Engineer to join our team at NVIDIA, working on our GPU-accelerated library of primitives for deep neural networks. The ideal candidate will have a strong background in software development, particularly in C/C++ and CUDA development, and experience with linear algebra, machine learning, and computer...


  • Shanghai, Shanghai, China NVIDIA Full time

    NVIDIA is continuously driving innovation in the field of deep learning. As a Senior NVIDIA Deep Learning Architect, you will play a crucial role in shaping the future of AI computing.Key Responsibilities:Design and develop next-generation NVDLA architectureWork on deep-learning algorithms and software developmentDevelop function/performance/power models for...


  • Shanghai, Shanghai, China Optiver Full time

    About Optiver:We are a global market maker with offices worldwide, dedicated to improving the market through competitive pricing, execution, and risk management. Our commitment is to provide liquidity on multiple exchanges across the globe in various financial instruments.Our Shanghai office has been rapidly growing since its establishment in 2012, trading...


  • Shanghai, Shanghai, China NVIDIA Full time

    NVIDIA, a pioneer in the field of computer graphics and parallel computing, continues to shape the future of technology.What You'll Be Doing:Design and develop the next generation of NVDLA architectureWork on deep-learning algorithms, software development, and performance optimizationCreate function and power models for NVDLACollaborate with hardware teams...


  • Shanghai, Shanghai, China Optiver Full time

    Optiver is a global market maker with offices worldwide, seeking an exceptional machine learning engineer with a PhD degree to join the China research platform team.The ideal candidate will have an advanced understanding of neural networks and related machine learning technologies, with experience in implementing and training complex deep learning models.As...


  • Shanghai, Shanghai, China NVIDIA Full time

    NVIDIA is driving innovation in processor and system architectures that accelerate various deep learning applications. As a leader in AI technology, we are seeking an expert deep learning system performance architect to join our AI performance projection and analysis efforts. This role presents a unique opportunity to work on performance projection,...