High-Performance AI Engineer

3 days ago


Dublin, Dublin City, Ireland Advanced Micro Devices Full time

We are seeking an exceptional Senior AI/ML Software Engineer to join our team at Advanced Micro Devices (AMD). As a member of our team, you will play a critical role in the development of next-generation AI engines and provide scalable and performant solutions for machine learning workloads.

The ideal candidate will have a strong background in AI/ML specific architectures and experience in developing and verifying scalable and performant solutions for existing and emerging ML operators on target AMD products. They will also possess excellent technical and analytical skills, as well as strong communication and problem-solving abilities.

Responsibilities include:

  • Developing and verifying scalable and performant solutions for existing and emerging ML operators on target AMD products
  • Analyzing and addressing potential performance issues and providing necessary fixes
  • Maintaining the quality of results while providing scalable solutions
  • Effective communication and reporting of technical data with worldwide teams and internal engineering teams

Desirable skills and qualifications include:

* Experience in state-of-the-art ML models/operators, their mapping on modern multicore architectures, and related compilation technologies

* Understanding of general performance optimization techniques used in ML workloads, such as operator fusion, quantization

* Strong C/C++ programming experience and scripting skills (python/shell), being comfortable with both ISA-aware programming and providing necessary abstractions for scalable solutions

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