Computer Architect (Performance Projection-AI/ML)

Location: Dublin, Ireland, IE

Company: Advanced Micro Devices

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What you do at AMD changes everything 


At AMD, we push the boundaries of what is possible.  We believe in changing the world for the better by driving innovation in high-performance computing, graphics, and visualization technologies – building blocks for gaming, immersive platforms, and the data center. 


Developing great technology takes more than talent: it takes amazing people who understand collaboration, respect, and who will go the “extra mile” to achieve unthinkable results.  It takes people who have the passion and desire to disrupt the status quo, push boundaries, deliver innovation, and change the world.   If you have this type of passion, we invite you to take a look at the opportunities available to come join our team.

 

The Role:

We are recruiting outstanding engineers with a passion for Machine Learning & AI to lead the definition and specification of AMD next-generation architectures. PhD/MSc-qualified engineers, with a strong background in architectures for AI/ML, mathematical modelling and performance projections, will be at the forefront of identifying, specifying and developing new architectures for machine learning and how they will impact AMD next-generation products.

You will join a team whose architecture and systems activities cover a wide range of disciplines including machine learning for data center (HPC) and embedded computing applications; emerging memory technologies; on-chip interconnects; specification, modelling and analysis of modern heterogeneous multicore architectures.

 

Responsibilities:

  • Definition, specification and mathematical modelling of the heterogenous multi-core architectures
  • Creating and using architecture performance projection tools to shape next-generation devices for target application scenarios
  • Applying strong software engineering skills to implement/improve performance optimization techniques to be integrated into performance projection tool flows
  • Provide results/reports that drive the specification of the next-generation architectures
  • Technical interaction with internal engineering teams and AMD customers

 

Requirements:

  • PhD/MS Degree in Computer Science, Electrical Engineering or related field
  • Strong mathematical skills on optimization techniques (e.g., linear programming)
  • Strong background in using optimization libraries and solvers (e.g., PuLP, CBC, Gurobi)
  • Strong C/C++ programming experience and scripting skills (python/shell)
  • Strong communication skills, verbal and written

 

Beneficial would be domain background in one or more of the following areas:

  • Good understanding of on-chip interconnect architectures and memory hierarchy in heterogeneous architectures
  • Understanding of AI/ML algorithms and tools/frameworks
  • Programming modern parallel architectures
  • Flexibility, interest in technology, eagerness to learn and a good attitude towards work

 

#LI-PD1



Requisition Number: 171068 
Country/Region/Location: Ireland State/Province: Ireland City: Dublin 
Job Function: 
Design  

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