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KLA

Position: (Ph.D/MS NCG position: Modern C++, CUDA device level parallelism)KLA is hiring engineers for its Advanced Computing Labs in Chennai, India. KLA ACL is at our new research center in the IITM, Research Park. The goal of the center is to conduct computational research in parallel and distributed sub-systems and deploy them to KLA’s advanced semi-conductor platforms that are used for inspection and metrology tasks in leading fabs. These efforts are part of a larger global initiative at KLA to scale up its AI + HPC + cloud infrastructure.What will you be responsible for?As part of this elite R&D team, the job entails understanding core algorithms that have to expressed in various parallel computing constructs particularly HPC accelerators such as GPUs.  The first step in optimizing will be to theoretically model break down the algorithm and model it in terms of available bandwidth, computational FLOPS etc. The implementation steps will include CUDA level programming along with performance tuning to ensure that we can come close to achieving the theoretical model. The developer will be exposed to a variety of image processing, signal processing and deep learning loads that have to be optimized. A complimentary stage of optimization includes exploring existing libraries and programming in higher level constructs such C++ Parallel programming.While the initial focus of the team will be on NVIDIA GPUs, the R&D team will also be looking at other GPU accelerators from other vendors as well as FPGA acceleration.

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