AMD · 1 day ago
SoC System Performance Architect AI/ML
AMD is a company focused on building innovative products that enhance next-generation computing experiences. The role involves architecting, analyzing, and optimizing high-performance SoCs for cloud computing and machine learning acceleration, with a strong emphasis on performance enhancement and power optimization.
Responsibilities
Serve as a Performance Architect in AMD's electronics design engineering team
Participate in microarchitecture exploration, performance modeling, and analysis for next-generation GPU systems
Intimately understand design architecture and propose solutions to enhance performance
Responsible for micro-benchmarking, workload characterization, competitive analysis, bottleneck identification, and optimization
Develop tools and methodology for performance analysis of workloads
Communicate, propose, and implement solutions to processor and system performance issues
Qualification
Required
PhD in Computer Engineering, Electrical Engineering, Computer Science, or a closely related field of study
MS in Computer Engineering, Electrical Engineering, Computer Science, or a closely related field of study plus experience as a Computer Architect, Design Engineer, or in a closely related processor design role
Serve as a Performance Architect in AMD's electronics design engineering team
Participate in microarchitecture exploration, performance modeling, and analysis for next-generation GPU systems
Intimately understand design architecture and propose solutions to enhance performance
Responsible for micro-benchmarking, workload characterization, competitive analysis, bottleneck identification, and optimization
Develop tools and methodology for performance analysis of workloads
Communicate, propose, and implement solutions to processor and system performance issues
Preferred
Experience with GPU, CPU or computer system microarchitecture and Data Center/Rack level performance analysis
Experience with the development and usage of socket and system level performance models
Experience with ML workload analysis
Strong programming skills, including experience with C++ and Python (or similar)
Benefits
AMD benefits at a glance.
Company
AMD
Advanced Micro Devices is a semiconductor company that designs and develops graphics units, processors, and media solutions.
Funding
Current Stage
Public CompanyTotal Funding
unknownKey Investors
OpenAIDaniel Loeb
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