The candidate would be responsible for planning, designing, implementing, debugging, and optimizing compiler and SDK/Library for machine learning and 3D graphics hardware IP, as well as developing functional and stress applications. Collaborate with hardware architects and logic designers to solve functional issues, and customer support engineers to help resolve verificat

GPU Kernel Optimization Develop and optimize low level GPU kernels to accelerate inference and training of large machine learning models. Maximize the computational efficiency and reduce execution time while ensuring model accuracy. Multi GPU and Multi Node Optimization Design and implement strategies for distributed model training and inference across multiple GPUs and n

WHAT YOU DO AT AMD CHANGES EVERYTHING We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next generation computing experiences the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD

Train and finetune LLMs/LMMs. Improve on the state of the art LLMs/LMMs.. Accelerate the training and inference speed of LLMs/LMMs. Research novel ML techniques and model architectures. Influence the direction of AMD AI platform. Publish your work at top tier venues. PREFERRED EXPERIENCE Experience in developing and debugging in Python. Experience in ML frameworks such as

Performance modeling and analysis of ML training and inference workloads across a single and multiple accelerators. In addition of exploring various tradeoff and design decision. Participate in hardware software co design for future hardware optimization on various ML workloads. Communicate and present the results of the performance analysis and modeling to stakeholders a

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 Comprehend the SOC as a complete system which includes HW (Silicon), FW, BIOS & SW and ensure that FW, BIOS & SW are aligned to enable all feat

Provide compensation analysis, benchmarking, data modeling, reporting, and problem solving in support of the company's overall corporate compensation program Support administration of the merit, stock and incentive planning processes, including system testing and audit reviews of employee data Assist in communicating programs and training employees in compensation systems

Develop drivers for existing and upcoming Radeon GPUs. Debug challenging low level driver, hardware and OS issues. Optimize performance of important 3D graphics content, especially AAA PC games. Participate in a team culture that values open communication and strong commitment to code quality. Collaborate with hardware architects, OS architects, OEM customers, game develo

Collaborate with AMD and VMware architects, Field Engineers, Partners and Customers to identify areas of integrations/enhancements/performance between AMD EPYC and VMware products. Work with stakeholders across companies to implement identified improvements end to end. Drive creation and publication of validated AMD EPYC based solutions on VMware product stack to drive cu

Work with a team of micro architects , designers, and firmware engineers for developing C++ compiler for innovative embedded RISC V CPUs Performance investigation under various graphics and ML workload Implement compiler optimization for chip design flows Implement mechanisms for hierarchical caching Collaborate with hardware architects to develop the approach and design

Train and finetune LLMs, LMMs, and image/video generation models. Improve on the state of the art LLMs, LMMs, and image/video generation models. Accelerate the training and inference speed of LLMs, LMMs, and image/video generation models. Research novel ML techniques and model architectures. Influence the direction of AMD AI platform. Publish your work at top tier venues.

Train and finetune LLMs/LMMs. Improve on the state of the art LLMs/LMMs.. Accelerate the training and inference speed of LLMs/LMMs. Research novel ML techniques and model architectures. Influence the direction of AMD AI platform. Publish your work at top tier venues. PREFERRED EXPERIENCE Experience in developing and debugging in Python. Experience in ML frameworks such as

Manage a team of RTL engineers Technical leadership within an RTL team, and across other core teams Identify bottlenecks and propose new features to improve Floating Point performance. Work with performance modeling team to model and study new features. Identify power and area optimizations, supporting multiple design variants Implement new features in RTL, working with p

Define advanced substrate technology roadmap across pitch scaling, power delivery, signal integrity and cost vectors Partner with AMD architects, designers, and product owners to define high yielding, cost effective substrate solutions which meet product requirements Select development partners to bring into AMD supply chain to enable industry leading substrate technology

Working with a multi discipline and international team of engineers on design for debug (DFD) architecture, design and methodology initiatives. Performing DFD IP RTL design per micro architectural specifications. Performing DFD RTL integration, synthesis, equivalency checking, timing analysis and closure including defining design constraints. Writing and maintain DFD docu