AI Software Engineer for AMD GPUs

6 days ago

Markham, Ontario, Canada CareerArc Full time
Transform Lives with Advanced Computing Technology

We are committed to enriching our industry, communities, and the world through AMD technology. Our mission is to accelerate next-generation computing experiences by pushing the limits of innovation.

As a software engineer at AMD, you will work with incredibly talented specialists and cutting-edge hardware and software technology. Your primary focus will be on expanding AI models on AMD GPUs and optimizing their performance.

The Ideal Candidate:
  • Strong technical skills in C++/Python AI development in a Linux environment.
  • Able to work as part of a team and independently, defining goals and scope, and leading your own development effort.

You will collaborate with internal GPU library teams to analyze and optimize training and inference for AI. Additionally, you will work with open-source framework maintainers to understand their requirements and integrate your code changes upstream.

Key Responsibilities:
  • Enable and optimize key AI models (LLM, Vision, MultiModal) on AMD GPUs.
  • Optimize AI frameworks like PyTorch, TensorFlow on AMD GPUs in upstream open-source repositories.
  • Analyze and optimize GPU kernels for improved performance.
  • Collaborate in distributed computing settings to optimize for scale-up and scale-out systems.
  • Apply knowledge of software engineering best practices.
Preferred Experience:
  • Familiarity with GPU computing (HIP, CUDA, OpenCL).
  • Experience with AI model optimization or knowledge - Natural Language Processing, Vision, Audio, Recommendation systems.
  • Excellent C/C++/Python programming and software design skills.
  • Knowledge of debugging, performance analysis, and test design principles.
Requirements:
  • Masters or PhD or equivalent experience in Computer Science, Computer Engineering, or related field.

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