R&D Engineer, HPC Systems

KLA

3 - 7 years

12 - 17 Lacs

chennai

Posted:2 hours ago| Platform:

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Skills Required

container python advanced c computer networking bash image processing kubernetes cuda algorithms triton c++ semiconductor networking docker tensorflow r pytorch research and development model development

Work Mode

Work from Office

Job Type

Full Time

Job Description

Job Description/ Preferred Qualifications

Your Day-to-day Roles

Expose 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 Qualifications

Masters / 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 applications
Good 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++ concepts
Strong Scripting Skills in Bash, Python, or similar.
Good communication.

Things to Make us go Wow!

Experience in heterogenous programming languages like CUDA, Triton, etc.
Experience with model development on DL frameworks such as TensorFlow, and PyTorch
Experience 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.

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