Implement and improve passes in the compiler Integrate compiler and compiled model with ML Frameworks (such as PyTorch and Tensorflow) Implement model partitioning in ML Frameworks and/or MLIR Implement runtime to distribute work to and collect results from x86 cores and the array of AIE cores Mentor and provide guidance to others Learn latest industry trends and bring ne

Manage technical interaction with OEM/ODM Partners to enable deployment of AMD Instinct Accelerators in Partner systems. Support Partners in the bring up and validation of AMD Instinct GPUs in their system, guide partners on use of AMD tools, qualification test methods, and analysis of test results. Lead the debug of Partner/Customer issues (HW, firmware, driver), working

Defining programming and system interfaces to leverage the performance of AIE accelerators in a portable and scalable way Implementing efficient programming abstractions for ML, signal processing and HPC applications Applying strong software engineering skills to enable the implementation of key application use cases on the next generation architectures Functional/perform

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

Invent, design and implement novel programming models and runtime environments for high performance computing systems comprised of heterogeneous processors and accelerators. Implement innovative software solutions and demonstrate their effectiveness on prototype hardware. Work on software enhancements that aim to potentially improve programmer productivity. Drive the resu

Performance modeling and analysis of ML training and inference workloads across single and multiple accelerators. Explore various tradeoff and design decisions. 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 and provide concret

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

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

Develop software to enable a world class experience for users of AMD accelerator cloud. Work cross functionally (and with the team) to understand requirements and develop product roadmap. Communicate plan and progress at a regular cadence. Mentor junior engineers PREFERRED EXPERIENCE At least 10 years of hands on development experience. Expertise in Kubernetes, specifical

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

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

Work within and coordinate with a small team to analyze, implement, and optimize DirectML TensorFlow and PyTorch for machine learning models Collaborate with ISV, library, compiler, driver, and hardware engineers to influence strategic decisions to achieve the highest performance for DirectML Innovate new algorithmic improvements that exploit the strengths of the hardware

Work with the HW, ASIC, SW, and FW teams to provide signal and power integrity needs for the product Deep knowledge of high speed SerDes Perform simulations for SoC package, and PCB designs, while working with cross functional teams to optimize the design for signal and power integrity performance, quality, and correctness Develop simulation methodologies, and design sign

Define, plan and drive projects and program plans based on management and senior technical guidance Scope technical feasibility of new Products/Features by clarifying and analyzing requirements with SW/HW Architects, Technical Leads and SW Engineers Develop SW program schedule by considering various Driver, SW Stack components and HW/FW dependencies, negotiate and create

Write and edit technical documents to support internal and external customers. Work with subject matter experts from cross functional teams to obtain and develop technical content. Develop understanding of content to better create user facing documents. Facilitate conversations and research when existing content does not meet customer needs. Author and record video traini