Senior Infrastructure Software Engineer Deep Learning Libraries jobs at Nvidia
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805 jobs found
17.08.2024
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Nvidia Senior Infrastructure Software Engineer Deep Learning Librar... United States, Texas
Designing and developing software for testing and analysis of our codebases. Building scalable automation for build, test, integration, and release processes for publicly distributed deep learning libraries. Developing throughout the...
Writing highly tuned compute kernels, mostly in C++ CUDA, to perform core deep learning operations (e.g. matrix multiplies, convolutions, normalizations). Following general software engineering best practices including support for regression...
Investigate opportunities to improve communication performance by identifying bottlenecks in today's systems. Design and implement new communication technologies to accelerate AI and HPC workloads. Explore innovative solutions in HW and...
Orchestrate the integration of new hardware functionalities into TensorRT'scompilerand runtime. Work closely with teams and stakeholders across the whole hardware and software stack to understand and leverage new features to...
Develop extensions to popular Deep Learning frameworks, that enable easy experimentation with various parallelization strategies!. Develop compiler optimizations and parallelization heuristics to improve the performance of AI models at extreme...
Course or internship experience related to the following areascould berequired:. Computer Architecture. or Machine Learning. GPU computing andparallel. Performance modeling, profiling,optimizing,and/or. Depending on the internship role, prior experience or knowledge...
Developing and trainingstate-of-the-artDeep Neural Networks for path generation. Collecting training datasets and real-time inference run-times using simulators/gyms as well as performing in-vehicle tests. Course or internship experience related to the...
Designing and developing software for testing and analysis of our codebases. Building scalable automation for build, test, integration, and release processes for publicly distributed deep learning libraries. Developing throughout the...
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