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Software Development Engineer
2 months ago
We're seeking a talented Software Development Engineer to join our team and contribute to the development of cutting-edge AI acceleration technologies. As a key member of our organization, you'll work on optimizing and realizing full system performance for AI workloads on Ryzen AI SoC.
Key Responsibilities:- Develop tools to analyze AI workloads and find optimal mapping to AI accelerators.
- Collaborate with cross-functional teams to optimize various parts of the SW stack – AI Compiler, AI frameworks, device drivers, and firmware.
- Explore and iterate on finding optimal tiling and data movement strategies for the latest AI models, including generative AI and new models.
- Work with teams across AMD to specify requirements for backend libraries, compilers, and toolchains to accelerate AI models on AMD platforms.
- Solid knowledge of AI and ML concepts and techniques, with practical experience applying these concepts to solve real-world problems.
- Understanding the performance implications on AI acceleration of different compute, memory, and communication configurations and hardware and software implementation choices.
- Developing and optimizing code for VLIW processors, analyzing code for high performance CONV, GEMM, and non-linear operators – focusing on compute and data movement.
- Deep understanding of AI frameworks, preferably ONNX.
- Experience with AI/ML inference stacks such as ONNXRuntime.
- Previous experience with GPU acceleration with either AMD or Nvidia GPUs.
- Working collaboratively through version control systems (e.g., git).
- Experience in benchmarking methodologies and debugging tools.
- Effective communication and problem-solving skills.
- Bachelor's or Master's degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent.
At AMD, we offer a competitive compensation package, including base pay, annual bonus, and sales incentive. You'll also have the opportunity to own shares of AMD stock and participate in our Employee Stock Purchase Plan. We're an equal opportunity employer and welcome applications from all qualified candidates.
