AMD · 16 hours ago
Fellow GPU Architect - Hardware/ Software Co-Design
AMD is a leading company in next-generation computing experiences, focusing on AI and data centers. They are seeking two Fellow GPU Architects to develop product roadmaps for instinct GPUs, driving HW/SW co-design activities and collaborating with customers to enhance AI model performance.
AI InfrastructureArtificial Intelligence (AI)Cloud ComputingComputerEmbedded SystemsGPUHardwareSemiconductor
Responsibilities
Utilize extensive understanding of GPUs/ AI accelerators to identify key bottlenecks in AI workloads
Maintain a continuous learning of latest trends in AI algorithms as well as inference and training frameworks
Work closely with product management to study perf/tco, customer requirements to tailor GPU product architecture
Define product features and capabilities, close architecture, and micro-architecture requirements, drive technical specifications for SoC and IP blocks to meet those requirements, and provide technical direction to execution teams for AMD's next generation Instinct GPU's
Collaborate with architects, hardware engineers, and firmware engineers to understand the new features to be developed
Work cross functionally with IP/Domain architects to identify and assess complex technical issues/risks and develop architectural solutions to achieve product requirements
Qualification
Required
Excellent communication, management, and presentation skills, demonstrated through technical publications, presentations, trainings, executive briefings, etc
Highly adept at collaboration among top-thinkers and engineers alike, ready to mentor and guide, and help to elevate the knowledge and skills of the team around you
Adept at collaboration among top-thinkers and senior architects with strong interpersonal skills to work across teams in different geographies
Utilize extensive understanding of GPUs/ AI accelerators to identify key bottlenecks in AI workloads
Maintain a continuous learning of latest trends in AI algorithms as well as inference and training frameworks
Work closely with product management to study perf/tco, customer requirements to tailor GPU product architecture
Define product features and capabilities, close architecture, and micro-architecture requirements, drive technical specifications for SoC and IP blocks to meet those requirements, and provide technical direction to execution teams for AMD's next generation Instinct GPU's
Collaborate with architects, hardware engineers, and firmware engineers to understand the new features to be developed
Work cross functionally with IP/Domain architects to identify and assess complex technical issues/risks and develop architectural solutions to achieve product requirements
Undergrad degree required. Bachelors or Masters degree in computer engineering/Electrical Engineering preferred
Preferred
Experience with HIP, Triton, Cuda and mapping key Algorithms used in AI to hardware units like tensor cores
Deep understanding of transformer models, deep intuition for model break down and parallelization techniques and trade off's involved
Experience analyzing CPU, GPU or System-level Micro-Architectural features to identify performance bottlenecks within different workloads
Outstanding foundation in SoC architecture, with expertise in one or more of the following: CPU or GPU, Memory sub-system, Fabrics, CPU/GPU coherency, Multimedia, I/O subsystems, Clocks, Resets, Virtualization and Security
Demonstrated expertise in power management microarchitecture, low power design and power optimization, along with power impact at architecture, logic design, and circuit levels
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
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