Senior AI and ML Solutions Developer

5 days ago


Dublin, Dublin City, Ireland Advanced Micro Devices Full time

At AMD, we are pushing the limits of innovation to solve the world's most important challenges. We are recruiting a highly qualified Senior AI/ML Software Engineer to join our team, which works at the forefront of the rapidly developing AI field with critical impact on AMD's AI/ML products based on AI Engines.

The team's responsibilities include providing scalable and performant solutions for the efficient implementation of ML workloads/operators on the existing and next-generation AMD products, which align with AMD's software and hardware roadmaps.

We are looking for an outstanding engineer with a strong background in AI/ML specific architectures and providing scalable and optimized implementation of ML operators on such architectures.

The key responsibilities of this role include:

  • Strong technical and analytical skills for the development and verification of scalable and performant solutions for existing and emerging ML operators on the target AMD products
  • Ability to analyze/address potential performance issues and providing necessary fixes
  • Maintaining the quality of the results while providing scalable solutions
  • Effective communication/reporting of technical data with the worldwide team and internal engineering teams

PREFERRED QUALIFICATIONS:

* 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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