GPU Performance Architect

AMD is a leading company in the semiconductor industry, focused on developing innovative products that enhance computing experiences. The GPU Performance Architect will work with architecture, software, and design teams to create next-generation GPU solutions, engaging in performance modeling and analysis of workloads while providing insights into emerging technologies.

Responsibilities:

• Develop high-level and detailed performance models for GPU subsystems, SoCs, and multi-GPU systems
• Build analytical, simulation-based, and workload-driven models to predict application performance
• Generate performance projections for future architectures and product configurations
• Establish performance, latency, throughput, and efficiency KPIs early in product definition
• Prototype ideas across the stack from software, and firmware to architectural models to evaluate and validate ideas
• Collect/summarize data and simulation results for consumption by architects and design teams
• Work with architects to propose innovative solutions that can be implemented in next generation HW and SW
• Write and optimize GPU kernels at different levels of abstractions (assembly, Hip, Triton, .. etc)
• Write microbenchmarks that can be used for competitive analysis and performance verification