AI Systems Performance Engineer: Benchmark AI Workloads

Advanced Micro Devices, Inc.; Austin (TX); On-site; USD 120,000 - 180,000; Full time

Job summary

Advanced Micro Devices, Inc. in Austin, TX seeks an engineer to evaluate and optimize AI workloads on AMD embedded and client platforms.

You will bridge AI software, hardware architecture, and system performance to deliver actionable insights. You will collaborate with AI software teams, firmware, platform engineers, product planners, and stakeholders to characterize workloads, identify bottlenecks, and drive improvements across AMD's AI-enabled products.

Qualifications

• Bachelor's or Master's degree in a related field.
• Experience evaluating and optimizing AI workloads on hardware platforms.
• Strong Linux, profiling, and scripting skills.

Responsibilities

• Benchmark and characterize AI inference workloads across AMD platforms.
• Perform performance, power, and efficiency analysis of AI workloads.
• Develop benchmarking environments and performance dashboards.
• Analyze system traces and identify bottlenecks to drive improvements.
• Collaborate with software, firmware, architecture, and platform teams.

Skills

Linux

Profiling tools

AI workloads

Python/Shell

Collaboration

Education

Bachelor's or Master's degree

Tools

PyTorch

ONNX Runtime

TensorFlow

Job description

Advanced Micro Devices, Inc. in Austin, TX seeks an engineer to evaluate and optimize AI workloads on AMD embedded and client platforms.

You will bridge AI software, hardware architecture, and system performance to deliver actionable insights. You will collaborate with AI software teams, firmware, platform engineers, product planners, and stakeholders to characterize workloads, identify bottlenecks, and drive improvements across AMD's AI-enabled products.