Worksconsultancy
R&D Engineer - HPC System
Job Location
chennai, India
Job Description
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. Expected Background : - 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. - 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 - PhD 0 years - If candidate is a Phd only - Min 3 years experience if the candidate is a M.tech/MS. - Min 5 years experience if the B.tech / BE. - Education preferably form Computer Science major and has to be from Tier one college. - Research background is highly preferable. - HPC or High performance computing (Software/Hardware) who has handled Servers. - Research is not a MUST, compiler and Development experience will be a ok. - Must have experience in C++ - CPU/GPU architecture (ref:hirist.tech)
Location: chennai, IN
Posted Date: 4/9/2025
Location: chennai, IN
Posted Date: 4/9/2025
Contact Information
Contact | Human Resources Worksconsultancy |
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