Generative AI Forecasting Deep learning PREFERRED EXPERIENCE Proficient in using Jupyterhub, Anaconda or similar Knowledge of Python, Pandas, PyTorch, Numpy Knowledge / experience developing neural networks Visualization libraries such as Plotly, Seaborn, Bokeh or similar RDBMS, Linux Desired skills Knowledge of working with and fine tuning generative AI models Knowledge

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

This individual will work with engineering management to drive execution excellence, including key metrics performance, schedule, cost, quality. This individual will work collaboratively with the AMD Program Management community on continuous process improvement. Ensure the team operates within budget and resource limitations Ability to make any operational improvements,

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

Work with architects to understand the product specification, clock structure, power management, interconnect and AMD chiplet based infrastructure Interface with the architecture team, power team, IP design team, SoC integration team, Design Verification and Physical design team to identify complex technical issues/risks and optimize the implementation efficiency and cost

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

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

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

Understand the basics of compiling ML networks targeting custom accelerators You will learn AI engine hardware capabilities You will work with MLIR dialects, execution models, and code generation Develop parts of a complex software tool chain written in C++ PREFERRED EXPERIENCE Proficient in C++ programming (3+ years) Prior experience with machine learning networks, parti

Execute operational tasks for the Global Trade Compliance team to support business operations. Provide initiative taking guidance to internal departments to ensure compliance with international regulations. Assist in integrating trade compliance into business unit practices, including policy development and training. Develop and oversee projects to improve global trade op

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.

Work with architects to understand the product specification and power management features to build an efficient customer focused solution Translate technical knowledge and integrate these features accurately into our design Interface with IP design team, SoC integration team, DFX, Design Verification and Physical design team to analyze and optimize the power management i

Lead Engineer responsible for d esign ing , develop ing , debug ging , verify ing and/or validat ing firmware, software and/or hardware Lead day to day f irmware development work Provide consultation to internal and external customers regarding AMD features and programming requirement s PREFERRED EXPERIENCE Multiple p rior years of related firmware experience combined wit

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

Architecture, microarchitecture, RTL for a comprehensive test, debug, yield and characterization IP IP collateral deployed across the business unit involving 20+ IP teams. Define and own timing constraints to be applied by users of IP Define and own complete quality checking and constraints for lint, cdc, rdc, lec and other front end design requirements Work cross functio