Data Center Performance Optimization Specialist

1 day ago


Santa Clara, California, United States Advanced Micro Devices , Inc. Full time
About the Role

We are seeking a highly skilled Data Center Performance Optimization Specialist to join our team. In this role, you will be responsible for ensuring that AMD Instinct GPU-accelerated systems operate at peak performance before being deployed to solve the world's most challenging problems.

Key Responsibilities
  • Define performance suites and best practices for measuring GPU-accelerated workloads to assess scalability and efficiency of AI models and algorithms.
  • Benchmark and analyze AI workloads in single and multi-node configurations comparing against previous generations and our competitors.
  • Perform comprehensive performance analysis and report findings for the entire platform including GPU, CPU, interconnects, network, software stack, etc.
  • Identify performance bottlenecks that impact data center GPU-accelerated workloads, tune and collaborate with other software teams to improve performance.
Requirements
  • Solid knowledge of Artificial Intelligence (AI) and Machine Learning (ML) concepts and techniques, including deep learning, reinforcement learning, natural language processing, generative AI, and computer vision, as well as practical experience applying these concepts to solve real-world problems through research or work experience.
  • Experience in benchmarking methodologies, performance analysis, workload profiling, performance monitoring and debugging tools.
  • Advanced Linux OS, container (e.g. Docker) and GitHub skills.
  • Programming skills with relevant languages such as Python or C/C++.
  • Experience with deep learning frameworks like PyTorch and TensorFlow.
Benefits

You will have the opportunity to work on cutting-edge technology, collaborate with a talented team, and contribute to the success of Advanced Micro Devices, Inc. Our competitive salary range for this position is $120,000 - $180,000 per year, depending on your qualifications and experience. We also offer a comprehensive benefits package, including health insurance, retirement plan, and paid time off.


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