Computer Architect (Performance Projection-AI/ML)

Key Skills

Aartificial intelligence, Analytical and Problem solving, C Programming, C++, Effective communication skills, Machine learning techniques, Mathematics, Optimization, Python Programming, Shell Scripting language, Software Development

Job Description

WHAT YOU DO AT AMD CHANGES EVERYTHING

We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. 

AMD together we advance_

COMPUTER ARCHITECT (PERFORMANCE PROJECTION-AI/ML)

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.

KEY 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

PREFERRED EXPERIENCE: 

• PhD/MS/BS 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)
• Effective communication and problem-solving skills 

ACADEMIC CREDENTIALS: 

• Bachelor’s or Master's or PhD degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent.