Senior Site Reliability Engineer

19 hours ago

Santa Clara, California, United States NVIDIA Full time
About NVIDIA

NVIDIA is a leader in the field of artificial intelligence, machine learning, and datacenter acceleration. With a rich history of innovation, we have continuously pushed the boundaries of what is possible in the world of computing.

Job Summary

We are seeking an experienced Site Reliability Engineer to join our GPU AI/HPC Infrastructure team. As a key member of our team, you will be responsible for designing and implementing large scale GPU compute clusters that run demanding deep learning, high performance computing, and computationally intensive workloads.

Key Responsibilities
  • Design and implement large scale GPU compute clusters
  • Develop large scale automation solutions
  • Maintain and build deep learning AI-HPC GPU clusters at scale
  • Support researchers to run their flows on our clusters
  • Design, implement and support operational and reliability aspects of large scale distributed systems
Requirements
  • Bachelor's degree in Computer Science, Electrical Engineering or related field or equivalent experience
  • Minimum 5 years of experience designing and operating large scale compute infrastructure
  • Experience with AI/HPC advanced job schedulers and familiarity with schedulers such as Slurm, K8s, RTDA or LSF
  • Experience analysing and tuning performance for a variety of AI/HPC workloads
  • Working knowledge of cluster configuration management tools and infrastructure level applications
  • In-depth understanding of container technologies
  • Experience learning development languages
Preferred Qualifications
  • Experience with NVIDIA GPUs, Cuda Programming, NCCL and MLPerf benchmarking
  • Background with Machine Learning and Deep Learning concepts, algorithms, models
  • Familiarity with InfiniBand with IBoIP and RDMA
  • Understanding of fast, distributed storage systems like Lustre and GPFS for AI/HPC workloads
  • Familiarity with deep learning frameworks like PyTorch and TensorFlow
What We Offer

NVIDIA offers highly competitive salaries and a comprehensive benefits package. We have a diverse and talented team of engineers working on cutting-edge technology, and we are committed to fostering a work environment that is inclusive and supportive of all employees.

We are an equal opportunity employer and welcome applications from qualified candidates from diverse backgrounds. If you are a creative and autonomous engineer with a passion for technology, we encourage you to apply.

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