GPU Performance Architect
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Role details
Tech stack
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Job description
Radeon Technologies Group (RTG) Architecture team is instrumental to AMDâs success. We create innovative hardware solutions and deliver world class GPUs. As a GPU Performance Architect,you will be working on exciting projects with thevery bestand most passionate GPU team in the world., * Work on workload/competitive analysis of contemporary and futuristic game/AI/MLapplications
- Identifycomplex technical problems, break them down, summarize multiplepossible solutions, and help the team make progress
- Work with architects to understand bottlenecks in graphics cores and SoCs
- Analyze existing and emerging graphics/compute paradigms and algorithms
- Implement and run simulation models - i.e., both RTL and high-level simulation to estimate potential gains
- Propose innovative solutions for PPA improvements
- Drive initiatives to improve RTG analysis tools
- Collaboratewith engineers and managers on multiple sites., AMD may use Artificial Intelligence to help screen, assess or select applicants for this position. AMDâs âResponsible AI Policyâ is available here.
Requirements
A self-motivated graphics enthusiast. An effective team playerwho focuses on collaboration, team building, mentoring, and furthering team success.Excellent analytical and problem-solving skills, along with attention to details.Strong communication, time management, and presentation skills.Effective Team player who focuses on collaboration and furthering team success, * Experience spanning architecture, performance analysis andAI/ML/graphics/compute algorithms
- Experience in Kernel development of LLMs using PyTorch, Triton, CUDA, HIP etc.
- Excellent C/C++/Scripting (Python, etc.) experience
- Knowledge of Graphics/Compute APIs (DirectX/Vulkan/CUDA/HIP etc.)
- Knowledge of GPU architecture and Compilers
- Experience in GFX profiling tools is a plus (PIX,RenderDoc, AMD tools, etc.), * Undergrad degree required. Bachelor of Science, Masters or PhD degree with emphasis in Electrical Engineering, Computer architecture, or Computer Science is preferred
About the company
At AMD, we believetechnology has the power to solve the worldâs most important challenges. From advancing healthcare and scientific discovery to powering AI and the technologies people rely on every day, innovation at AMDis shapingthefuture.
Whetheryouâredesigning next-gen processors, enabling AI breakthroughs, orbringing leading edge products to market, every role at AMD contributes to something bigger- technologythat moves the world forward.Join us and, together, weâll advance your career.
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