Advanced Micro Devices, Inc

GPU Performance Architect

Advanced Micro Devices, Inc • $130K — $180K *
Folsom, CA 95630In-Person
Consumer Technology
Less than 5 years of experience
1 month ago
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in performance analysis and AI/ML/graphics/compute algorithms
  • Proficient in Kernel development for LLMs using PyTorch, Triton, CUDA, and HIP
  • Strong coding skills in C/C++ and scripting languages such as Python
  • Familiarity with Graphics/Compute APIs like DirectX, Vulkan, CUDA, and HIP
  • Solid understanding of GPU architecture and compilers
  • Experience with GFX profiling tools like PIX and RenderDoc is desirable

Responsibilities

  • Conduct workload and competitive analysis for gaming, AI, and ML applications
  • Deconstruct complex technical problems and propose multiple solutions
  • Work alongside architects to identify bottlenecks in graphics cores and SoCs
  • Analyze both current and emerging graphics and compute paradigms
  • Implement simulation models for performance estimation
  • Propose innovative solutions to improve power, performance, and area (PPA)
  • Enhance RTG analysis tools through targeted initiatives
  • Collaborate with cross-site engineers and managers

Benefits

  • Comprehensive AMD benefits package
  • Hybrid work model availability
  • Career development opportunities within a passionate team
  • Access to cutting-edge projects and technology
  • Focus on team collaboration and success
Full Job Description
THE ROLE:

Radeon Technologies Group (RTG) Architecture team is instrumental to AMD's success. We create innovative hardware solutions and deliver world class GPUs. As a GPU Performance Architect, you will be working on exciting projects with the very best and most passionate GPU team in the world.

THE PERSON:

A self-motivated graphics enthusiast. An effective team player who focuses on collaboration, team building, mentoring, and furthering team success. Excellent analytical and problem-solving skills, along with attention to details. Strong communication, time management, and presentation skills. Effective Team player who focuses on collaboration and furthering team success

KEY RESPONSIBILITIES:
  • Work on workload/competitive analysis of contemporary and futuristic game/AI/ML applications
  • Identify complex technical problems, break them down, summarize multiple possible solutions, and help the team make progress
  • Work with architects to understand bottlenecks in graphics cores and SoCs
  • Analyze existing and emerging graphics/compute paradigms and algorithms
  • Implement and run simulation models - i.e., both RTL and high-level simulation to estimate potential gains
  • Propose innovative solutions for PPA improvements
  • Drive initiatives to improve RTG analysis tools
  • Collaborate with engineers and managers on multiple sites.

PREFERRED EXPERIENCE:
  • Experience spanning architecture, performance analysis and AI/ML/graphics/compute algorithms
  • Experience in Kernel development of LLMs using PyTorch, Triton, CUDA, HIP etc.
  • Excellent C/C++/Scripting (Python, etc.) experience
  • Knowledge of Graphics/Compute APIs (DirectX/Vulkan/CUDA/HIP etc.)
  • Knowledge of GPU architecture and Compilers
  • Experience in GFX profiling tools is a plus (PIX, RenderDoc, AMD tools, etc.)

ACADEMIC CREDENTIALS:
  • Undergrad degree required. Bachelor of Science, Masters or PhD degree with emphasis in Electrical Engineering, Computer architecture, or Computer Science is preferred


This role is not eligible for visa sponsorship.

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Benefits offered are described: AMD benefits at a glance.

About Advanced Micro Devices, Inc

Advanced Micro Devices, Inc. Careers

Join the innovative forefront of technology with a career at Advanced Micro Devices, Inc. (AMD), a leader in semiconductor development. As part of our global team, you will contribute to an organization renowned for its dedication to innovation, leadership, and diversity in the tech industry.

Work You’ll Do

At AMD, we offer job opportunities that push the boundaries of what is possible. Our team is composed of professionals who lead the way in microprocessor and graphics technology, driving industry standards and innovation. With AMD, you will be part of a culture that values growth and professional development, ensuring that every team member has the opportunity to excel.

Transform Your Career

AMD is not just about advancing technology, but also about advancing careers. Whether you are looking for an internship, a full-time position, or leadership roles, AMD provides the platform to propel your career to new heights. Our commitment to professional growth is matched by our dedication to diversity and inclusion, making AMD a place where everyone can thrive.

Innovative Work Environment

Join a team of over 12,000 dedicated professionals at the intersection of technology, industry expertise, and digital innovation. At AMD, you will work on groundbreaking projects that shape the future of computing and graphics. Our collaborative environment encourages networking and the sharing of ideas across teams and disciplines.

Career Development and Benefits

AMD is committed to the development of its employees. We offer robust training programs, including leadership development and diversity training, to ensure our team is equipped for both current challenges and future opportunities. Our benefits package is designed to support the well-being and financial security of our employees and their families.

Explore Job Opportunities

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Prepare for your future with AMD by accessing resources that help you craft your resume and excel in interviews. Our goal is to help you showcase your best professional self and align your skills with the needs of our dynamic team. At Advanced Micro Devices, Inc., we empower our employees to innovate, lead, and grow. Join us in driving the future of technology while building a rewarding and sustainable career.
Learn more about Advanced Micro Devices, Inc
Size
15,500 employees
Market Cap
$100.9 billion
Industry
Manufacturing & Automotive
Net Income
$2.4 billion
Founded
1969
5 Year Trend
+30.9%
Revenue
$9.7 billion
NASDAQ
AMD
* Ladders Estimates

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