Systems Design Engineer

Advanced Micro Devices, Inc.
San Jose, CA, United States
11 days ago
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Role details

Contract type
Internship / Graduate position
Employment type
Full-time (> 32 hours)
Compensation
$149,175.0
Working hours
Regular working hours

Tech stack

Artificial Intelligence Computer Vision Unit Testing C++ (Programming Language) Compilers Computer Programming Databases Computer Engineering Computer Literacy Distribution Softwares Hardware Compatibility (Software Requirements) Hardware Design
+18 more
Python (Programming Language) Machine Learning Tensorflow Software Engineering Graphics Processing Unit (GPU) Pytorch Large Language Models Deep Learning Generative AI Backend Computer Equipment Integration Tests Kubernetes Information Technology Front End Software Development Stable Diffusion Recurrent Neural Networks Docker

Job description

Job Role and Responsibility: Xilinx, Inc., a subsidiary of AMD, Inc., is hiring Systems Design Engineer to Research, design, develop, and/or test operating systems-level software, compilers, and/or network distribution software for semiconductor operations, applying principles and techniques of computer science, electronic engineering, and mathematical analysis. Design and develop novel algorithms for tiling and mapping quantized ML workloads on application specific hardware platforms. Analyze and transform intermediate representations of ML models (computational graphs) for efficient execution. Design, develop, troubleshoot and debug software for enhancements and new semiconductor products. Develop software and tools in support of electronic design, infrastructure and technology platforms, including operating systems, compilers, routers, networks, and/or databases. Develop and maintain unit tests and integration tests for the compiler to support different generations of HW architectures. Determine hardware compatibility and/or influence hardware design. Implement compiler optimizations for performance, resource usage, and compute efficiency. Drive projects or processes of significant technical importance. Exercise independent judgment to select methods, techniques and evaluation criteria for obtaining results with little to no supervision. Utilize knowledge of computers and electronics, including computer hardware and software, applications, and programming, as well as knowledge of the practical application of engineering science and technology. Apply knowledge of engineering principles, best practices, and technologies to the design, development, and testing of various company systems and products., AMD may use Artificial Intelligence to help screen, assess or select applicants for this position. AMD’s “Responsible AI Policy” is available here.

Requirements

Master’s degree or foreign equivalent in Computer Engineering, Computer Science, Electrical Engineering, Electronic Engineering, or related field.

Qualifications: Amount and type of experience required: None.

Specific skills required: The following skills are required:

Position requires experience in the following:

  • Compiler design principles (front-end, middle-end, back-end);
  • Machine learning frameworks, including TensorFlow and PyTorch;
  • Working with ML compilers, including MLIR and TVM;
  • ML models, including CNN, LSTM, LLMs, and Diffusion;
  • Programming in Python or C++;
  • Machine learning hardware architectures, including GPUs, TPUs, and VLIW;
  • Deep Learning;
  • Generative AI;
  • Docker;
  • Kubernetes;
  • Computer Vision; and
  • Algorithms.

Experience may be gained through graduate-level coursework, research, or internship experience.

Preferred Skills: N/A

LI-AM4

Benefits & conditions

$149,175.00/Yr.-$181,800.00/Yr.

About the company

At AMD, we believe technology can change lives for the better. It can heal us, entertain us, and make us more connected, productive, and understanding of the world around us. And we’re looking for talent who feel the same: people who want to leave the planet better than they found it, those who don’t shy away from humanity’s challenges but are determined to help solve them.

AMD is powering the next generation of supercomputing, high-performance computing, cloud, and AI. Whether you’re designing next-gen processors, enabling AI breakthroughs, or creating go-to-market plans, every role at AMD contributes to something bigger - technology that moves the world forward.

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