Principal Architect - AI Workload & Architecture Intelligence

Huawei Canada has an immediate permanent opening for a Principal Architect.

About the team :

The Computing Data Application Acceleration Lab aims to create a leading global data analytics platform organized into three specialized teams using innovative programming technologies. This team focuses on full-stack innovations, including software-hardware co-design and optimizing data efficiency at both the storage and runtime layers. This team also develops next-generation GPU architecture for gaming, cloud rendering, VR / AR, and Metaverse applications.

One of the goals of this lab is to enhance algorithm performance and training efficiency across industries, fostering long-term competitiveness.

About the job :

• Cutting-edge AI technology Analysis : Research on emerging AI architectures such as World Models, Agents, and Multimodal Foundation Models.
• Analyze the computational characteristics of autonomous intelligent systems such as AutoGPT and AI Agents.
• Study the workload characteristics of next-gen transformer architectures (such as MoE, SSM, etc.).
• Track new applications such as AI+ scientific computing.
• Hardware-oriented workload analysis : Establish a framework for mapping AI applications to hardware requirements.
• Extract key computing patterns and convert them into hardware design requirements.
• Provide architecture recommendations for customized AI accelerators.
• Assess the impact of new storage and interconnect architectures on AI performance.
• System-level optimization suggestions : Provide system architecture improvement suggestions based on workload analysis.
• Design customized acceleration solutions for specific AI applications. Assist in developing technology roadmaps for chips and systems.

About the ideal candidate :

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