Develop and maintain ML serving solutions on top of SHARK/IREE compiler and runtime Enable various ML model parallelism techniques on top of SHARK/IREE Analyze whol e system performance, identify bottlenecks, propose ideas to improve, prototype and productionize solutions Follow industry directions and adopt emerging technologies in model serving PREFERRED EXPERIENCE Fami

Contribute to the design and implementation of AMD'S GPU kernel generator used in a variety of high performance machine learning libraries and frameworks Analyze the performance of GPU kernels and provide insight on optimization paths Develop optimization and analysis passes on graph representations of GPU kernels Communicate and collaborate with key technical experts acr

Demand Projection and Pipeline Alignment Collaborate with sales teams to forecast customer demand accurately. Conduct regular meetings to discuss projected demand and latest customer orders. Work closely with Business Development teams to understand pipeline and align on expected customer demand Monthly Operating Forecast (MOF) Management Partner with stakeholders, includ

As an AI ML System Architect, you will be responsible for analyzing AI models, quantizing models for various data types for efficiency/ latency/ throughput tradeoffs and proposing implementation on AMDs Adaptive SoC platform for embedded applications. The job also requires the candidate to have the capability to generate test vectors for the AI Models for improvement of t

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

Model and analyze hardware and software features to improve products performance, abilities, and cost. Develop tools and algorithms to identify and eliminate performance limiters Design, implement, assess, document and test new features for next gen products Be a developer, leader, and owner of the Architectural Modeling Tool PREFERRED EXPERIENCE Programming skills in C++

Serve as the AMD technical owner of various 3 rd party SERDES and other mixed signal IP. Provide pre and post silicon IP leadership and support for SerDes PHYs and other mixed signal IP, in particular IP like PCIe, Ethernet, UCIe, USB, MIPI, and Display PHYs, plus PLLs and miscellaneous IOs and circuits. Work directly with 3 rd party IP vendors to support design transfer,

Define and implement Micro Architecture of Next Generation High Performance Processor Cores Collaborate with the Physical Design Team to achieve high frequency and low power while utilizing the latest cutting edge fabrication technologies Work with a team of Hardware and Software Engineers to advance the Instruction Set Architecture Collaborate with the Design Verificatio

Prep devices to the engineers' specifications in a timely fashion Become the subject matter expert in the sample prep process and tools for the lab Interface with sample prep tool vendors for repairs, preventative maintenance, and to evaluate new tools when needed Collaborate with engineering staff to perform non routine experiments involving sample prep Keep track of lab

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

Provide leadership for a dedicated team of hardware and software engineers to define and implement the CPU level microarchitecture related to cache hierarchy designs, scan test, and ATPG. Influence and drive improvements in scan architecture, scan coverage, scan test models, and project execution and quality. Write and maintain external specifications for product and test

Performance Optimization Collaborate with hardware and software teams to enhance the overall performance of GPU clusters, focusing on aspects such as RDMA throughput, latency, and collective communications. Benchmarking and Analysis Develop and execute comprehensive benchmarking strategies to assess baseline performance, analyze bottlenecks, and identify areas for improve

. As a valued member of the technical marketing engineering ( TM E) team in AMD's Data Center GPU & Accelerated Processing product management organization , you'll transform comprehensive technical collateral into engaging and educational presentations and videos for our partners and customers . Your expertise will bridge the gap between detailed documentation and interac

Integrate low level client AI device code generation with device drivers and firmware. Cross boundaries between driver/firmware/compiler/userland on Windows and Linux to drive overall product integration. Collaborate with teams building ML code generation libraries. Preferred Experience in following tools/flows Familiarity with operating system internals and resource mana

Assume ownership in development and/or verification of firmware designed for an embedded microcontroller Develop and verify firmware in C/C++ Occasional creation of utility software using C++, Perl, Python Work with HW design and verification engineers to verify firmware features Contribute to architecture of hardware, firmware and power management features PREFERRED EXPE