Software Development Engineer
1 week ago
We are seeking a highly skilled Software Development Engineer to join our team and contribute to the development of AI acceleration technologies on Ryzen AI SoC. As a key member of our organization, you will work closely with cross-functional teams to optimize AI workloads and develop tools to analyze and optimize system-level performance.
Key Responsibilities- Develop and optimize tools to analyze AI workloads and find optimal mapping to AI accelerators.
- Collaborate with teams to optimize various parts of the software stack, including AI compilers, 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 of the performance implications of different compute, memory, and communication configurations and hardware and software implementation choices.
- Experience developing and optimizing code for VLIW processors, analyzing code for high performance CONV, GEMM, and non-linear operators.
- Deep understanding of AI frameworks, preferably ONNX, and experience with AI/ML inference stacks such as ONNXRuntime.
- Previous experience with GPU acceleration with either AMD or Nvidia GPUs.
- 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 be eligible for our Employee Stock Purchase Plan and competitive benefits. We're an equal opportunity employer and welcome applications from all qualified candidates.
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