NVIDIA Corporation
Deep Learning Performance Architect
NVIDIA Corporation, Jackson, Mississippi, United States,
Deep Learning Performance Architect
We are now looking for a Deep Learning Architect!Are you passionate about exploring computer architectures for AI? Do you like to build the industry leading product at the intersection of hardware and software? We are seeking world-class programmers and performance architects who love to squeeze out every cycle of performance from deep learning codes. In this role, you will craft and maintain a library that ships our best-performing GPU kernels to NVIDIA's industry-leading AI products. This position in our team offers the opportunity to have real impact in a fast-moving, technology-focused company.What you'll be doing:
Design and develop the architecture, interface and features of the GPU kernel libraryKeep improving the quality and performance of the library and its GPU kernelsExplore and expand the boundary of innovative technologies like GPU code generation and fusionContribute to NVIDIA's AI business by collaborating closely with DL product teams as well as kernel development teamsWhat we need to see:
MS, PhD or equivalent in relevant fields (CS, EE, Math)2+ years of relevant work or research experienceStrong programming skills in C, C++, and PythonExcellent problem solving skills and learning capabilityExperience with designing software architecture, interfaces, and building testing infrastructuresGood communication and a great teammateWays to stand out from the crowd:
Familiar with CUDA programming and GPU architectureFamiliar with TensorRT/cuDNN/cuBLAS etc.Background with DL fundamentals, frameworks, graph compilers, LLVM, MLIR etc.Hands-on experience in development on Linux and Windows platforms, C++ build tools like CMake and DevOps tools, including Docker, Jenkins, Kubernetes etc.Track record of mentoring junior engineers and leading a project and a teamNVIDIA pioneered accelerated computing to tackle challenges no one else can solve. Our work in AI and the metaverse is transforming the world's largest industries and profoundly impacting society.
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We are now looking for a Deep Learning Architect!Are you passionate about exploring computer architectures for AI? Do you like to build the industry leading product at the intersection of hardware and software? We are seeking world-class programmers and performance architects who love to squeeze out every cycle of performance from deep learning codes. In this role, you will craft and maintain a library that ships our best-performing GPU kernels to NVIDIA's industry-leading AI products. This position in our team offers the opportunity to have real impact in a fast-moving, technology-focused company.What you'll be doing:
Design and develop the architecture, interface and features of the GPU kernel libraryKeep improving the quality and performance of the library and its GPU kernelsExplore and expand the boundary of innovative technologies like GPU code generation and fusionContribute to NVIDIA's AI business by collaborating closely with DL product teams as well as kernel development teamsWhat we need to see:
MS, PhD or equivalent in relevant fields (CS, EE, Math)2+ years of relevant work or research experienceStrong programming skills in C, C++, and PythonExcellent problem solving skills and learning capabilityExperience with designing software architecture, interfaces, and building testing infrastructuresGood communication and a great teammateWays to stand out from the crowd:
Familiar with CUDA programming and GPU architectureFamiliar with TensorRT/cuDNN/cuBLAS etc.Background with DL fundamentals, frameworks, graph compilers, LLVM, MLIR etc.Hands-on experience in development on Linux and Windows platforms, C++ build tools like CMake and DevOps tools, including Docker, Jenkins, Kubernetes etc.Track record of mentoring junior engineers and leading a project and a teamNVIDIA pioneered accelerated computing to tackle challenges no one else can solve. Our work in AI and the metaverse is transforming the world's largest industries and profoundly impacting society.
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