HPC Administrator L2
2 weeks ago
Greetings from Yotta Data Services Pvt Ltd
Position: HPC Administrator L2 & L3
Location: Airoli/Panvel
Years of experience: 4-15 years
Job responsibilities:
- Provision, configure, and maintain GPU Supercomputing clusters and associated networking configuration.
- Collaborate with NVIDIA Solution Architect & Engineering teams on large-scale GPU-as-a-service projects, both on-premises and in cloud deployments.
- Implement and optimize software stacks including MaaS (metal-as-a-service), Job Scheduler (SLURM/PBS), Cloud Orchestration (Kubernetes), and Network Management (NetQ for Ethernet fabric and UFM for InfiniBand).
- Conduct performance engineering activities such as debugging, profiling, benchmarking, and tuning of GPU applications on large-scale supercomputing clusters.
- Run benchmarking applications from widely used platforms such as MLPerf Training & Inference, AI Training (PyTorch, TensorFlow, NeMo, Megatron-LM), and AI Inference (TensorRT-LLM, Triton Inference Server, vLLM).
Must have skills:
- Hands-on experience with NVIDIA GPU , particularly NVIDIA Data Centre GPUs (A100/H100)
- Proficiency in provisioning and managing software stacks like MaaS, Job Scheduler (SLURM/PBS), Cloud Orchestration (Kubernetes), and Network Management (NetQ for Ethernet fabric and UFM for InfiniBand).
- Prior experience collaborating with NVIDIA Solution Architect & Engineering teams on large-scale GPU-as-a-service projects.
- Familiarity with benchmarking applications from widely used platforms and frameworks, including MLPerf, PyTorch, TensorFlow, NeMo, Megatron-LM, TensorRT-LLM, Triton Inference Server, and vLLM.
- Experience in performance engineering, including debugging, profiling, benchmarking, and tuning various GPU applications on large-scale supercomputing clusters.
Good to Have Skill:
- Knowledge of other HPC technologies and architectures beyond NVIDIA, broadening expertise in the field.
- Good knowledge on Infiniband and other switches.
- Experience with other cloud platforms and orchestration tools, expanding versatility in deployment environments.
- Strong problem-solving and troubleshooting abilities, enabling quick resolution of complex technical issues.
- Excellent communication and collaboration skills to work effectively within cross-functional teams and with external partners.
If interested please share your resume on ogholap@yotta.com
Thanks & regards,
Poonam Shevale - HR
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