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Advanced Microdevices Pvt. Ltd. (India) · 2 days ago

Fellow Software Development Eng.

Santa Clara, CA

Full-time

Hybrid

Lead/Staff

Advanced Micro Devices, Inc is committed to building products that enhance next-generation computing experiences. The role involves pivotal contributions to GPU architecture feature design, API design, and kernel development, focusing on machine learning and high-performance computing.

BiopharmaBiotechnologyIndustrialManufacturing

No H1B

Responsibilities

Develop performant convolution kernels in HIP for new products and work with HIP runtime and compiler teams for optimization. Collaborate with and mentor other developers

Engage in GPU architecture design and investigate the usages of GPU architecture features for building GPU kernels

Design and develop GPU kernels to demonstrate how architecture features can be exposed via APIs such as HIP and can achieve expected performance and quality improvement for ML and HPC usages

Document and present feature programming techniques and support feature deployment in ROCms software

Analyze and optimize the performance of GPU kernels, providing insight on optimization paths

Communicate and collaborate with key technical experts across AMD and with our partners and customers to improve ROCm applications, libraries, and tools, as well as hardware