Senior GPU Performance and Power Benchmark Engineer

AMD AMD · Semiconductors · Austin, TX · Engineering

Senior engineer to lead AMD's involvement in shaping industry standard GPU performance and power benchmarks, which are expected to play a significant role in government energy-efficiency regulations worldwide. This role involves representing AMD externally to benchmark development organizations, measuring performance and power on AMD and competitive GPU servers, investigating anomalies, and developing proposals. The role requires strong knowledge of AI/ML concepts and server GPU hardware/software architecture, along with experience in benchmarking and data analysis.

What you'd actually do

  1. Represent AMD externally to industry standard benchmark development organizations, including attending remote and in person meetings
  2. Lead AMD strategy for the development and measurement of a series of industry standard GPU performance and power benchmarks
  3. Measure performance and power on AMD and competitive GPU servers, including collection of relevant telemetry data, such as hardware performance counters.
  4. Investigate and root cause performance or power anomalies related to in development benchmarks, with support from relevant experts
  5. Develop and present benchmark design or adjustment proposals

Skills

Required

  • Excellent communication, leadership and interpersonal skills
  • Strong problem-solving skills
  • Experience with power and performance benchmarking
  • Advanced data analysis skills

Nice to have

  • Strong knowledge of Artificial Intelligence (AI) and machine learning concepts
  • Deep technical understanding of server GPU hardware and software architecture
  • Experience with GPU programming platforms like CUDA or HIP
  • Experience with deep learning frameworks, such as PyTorch, Triton, or JAX
  • Strong programming and scripting skills in languages such as Python, C++ and Java
  • Experience using tools like Git
  • Understanding of multi-GPU communication technologies
  • Advanced Linux OS and system expertise
  • Familiarity with Windows
  • Experience with CPU performance counters, workload profiling and software profiling/debugging tools
  • Experience with industry standards organization, especially benchmark development organizations, such as SPEC, MLCommons, or TPC

What the JD emphasized

  • government energy-efficiency regulations
  • industry standard benchmark development organizations