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Specialist, HPC Systems Research

3 months ago

Chennai, India 3110 K-T India Full time
Description

KLA’s AI Advanced Computing Labs is looking for an extraordinary HPC System R&D Engineer to join its team to develop system-level HPC technologies that would form the foundation of next-generation clusters used in KLA tools that leverage AI to push the boundaries of process control for conductor manufacturing. The technologies would be developed and demonstrated on on-prem clusters that serve as testbeds for next-generation KLA tools.Your Day-to-day RolesExpose limitations in existing solutions, based on clusters of CPUs & GPUs, to deploy AI-based solutions on on-prem & cloud infrastructures at scale.Develop distributed frameworks and system-level solutions that enable scaling out image processing & AI loads from single GPU to multi-node clusters with multiple GPUs.Install, benchmark, and evaluate pre-release hardware for early-stage evaluation and prototyping by identifying (or developing) relevant workloads.Minimum QualificationsMasters / PhD in Computer Science or related fields; bachelors degree holders with relevant experience and extraordinary track-record will also be considered.Deep understanding of operating systems, computer networks, and high performance applicationsGood mental model of the architecture of a modern distributed systems that is comprised of CPUs, GPUs, and accelerators.Experience with deployments of deep-learning frameworks based on TensorFlow, and PyTorch on large-scale on-prem or cloud infrastructures.Strong background in modern and advanced C++ conceptsStrong Scripting Skills in Bash, Python, or similar.Good communication.Things to Make us go WowExperience in heterogenous programming languages like CUDA, Triton, etc.Experience with model development on DL frameworks such as TensorFlow, and PyTorchExperience with building open-source operating systems and software stack on pre-release hardware.Solid understanding of container infrastructure such as Docker or singularity, and Kubernetes.Active participation in C++ standards bodies or similar