Software Development Eng.(170267).
AMD
Taipei, Taiwan, TW
6天前

THE ROLE :

We are looking for an experienced engineer for an exciting role in Data Center GPU Software Solution team. The person will interact closely with key AMD technical experts and work with the latest technology to ensure the best possible performance and results on AMD platforms for machine learning (ML) and high-performance computing (HPC).

AMD's environment is fast-paced, results-oriented, and built upon a legion of forward-thinking people with a passion for winning technology.

This is an extraordinary opportunity to work in an outstanding company like AMD - Join us!

KEY RESPONSIBILITIES :

Responsible for AMD Data Center ML / HPC software solution development.

  • Work with customers and partners to develop ML / HPC with ROCm on AMD GPU platform.
  • Ensure functionality, compatibility, and performance of ML / HPC applications.
  • Benchmark, profile, and optimize for performance / power of HPC Kernels for AMD GPU architecture.
  • Collaborate with cross-functional teams to develop features, identify failures of root cause, and optimize the bottleneck of ML / HPC applications.
  • PREFERRED EXPERIENCE :

  • Strong background of developing applications and libraries in C / C++ and parallel programming
  • Understanding of CPU and / or GPU architectures and low-level optimization techniques including assembly programming
  • Experience in GPU computing (e.g., HIP, OpenCL, CUDA, OpenMP, OpenACC, DirectCompute, GPGPU, SYCL), analyzing performance bottlenecks, and implementing optimizations
  • Experience in ML compiler technology (e.g., TVM, XLA, MLIR) and LLVM / GCC backend development, optimization analysis and implementation are plus
  • Experience in Tensorflow, Pytorch, ONNX, MLPerf, etc.
  • A team player, who is very self-motivated, loves difficult challenges and is goal-driven
  • Ability to quickly learn new skills and drive completion of business goals
  • Experience working in a multi-site environment and ability to travel occasionally to meet with developers.
  • ACADEMIC CREDENTIALS :

  • BS or higher degree in CS / EE / CE or equivalent
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