Power Attainment Engineer

5 days ago

Austin, Texas, United States Advanced Micro Devices , Inc. Full time
About the Role

We are seeking a highly skilled Power Attainment Engineer to join our Data Center Power and Performance Systems Engineering Team at Advanced Micro Devices, Inc. This is an exciting opportunity to work on cutting-edge hardware-based lab projects and contribute to the success of our growing company.

Key Responsibilities
  • Participate in the analysis of post-silicon performance and power data to ensure integrity of results and provide summary and conclusions of results.
  • Develop and execute Power Attainment test plans in post-silicon time periods in support of Data Center GPU product roadmap.
  • Drive continuous improvement for post-silicon power attainment activities.
  • Develop automation environment and scripts to automate workloads, enhance execution capabilities in Linux, Python, and other support software tools.
  • Work with computers, systems, or data center hardware to gain practical knowledge and accomplish power attainment work.
  • Develop and execute characterization test plans for Datacenter GPUs related to Power attainment and feature tuning for performance optimization.
  • Analyze data from workload or execution output datalogs using Excel or analysis tools manually or developed automation.
  • Optimize power and performance features for AI, Machine learning, and High-performance computing.
  • Work in a fast-paced, constrained environment.
  • Become a key stakeholder in product performance validation process.
  • Analyze and debug interactions between various power management features.
  • Develop and execute performance validation test plans for HPC/ML frameworks.
  • Configure and setup test and customer-based ML/AI Datacenter GPU systems for data collection, experiments, and post-silicon activities.
  • Work in Windows and Linux environments.
  • Support prototyping experiments for new GPU features that impact performance and power.
  • Troubleshoot system-level issues that may occur in test environments and platforms.
  • Drive continuous improvement for post-silicon power and performance activities.
Preferred Experience
  • Experience in datacenter environment preferred.
  • Excellent grasp of computer organization/architecture and power management.
  • Knowledge in power-limited performance methodologies and control theory.
  • Knowledge in memory partitioning and access.
  • Extensive experience in platform optimization. Solid knowledge of Computer I/O.
  • Experience with tools for performance analysis.
  • Strong programming skills, experience in Python preferred.
  • Desirable to be proficient in Linux command line environment and Shell scripting.
  • Deep knowledge of power management techniques like deep sleep and clock gating.
  • Experience with container technologies (e.g., Docker).
  • Strong analytical and problem-solving skills with a key attention to detail.
  • Experience in data analysis, summarization, and presentation.
  • Excellent presentation and communication skills.
  • Experience in debug and lab tools such as oscilloscopes, DAQs, power measurement capabilities.
Academic Credentials
  • Bachelor's or Master's in Computer Engineering, Electrical Engineering, or Computer Science with emphasis on computer architecture and workload analysis.
  • 7+ years experience preferred.
Location

Austin, Texas

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