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Principal Scientist - Software and Hardware Co-design

Huawei Technologies Co., Ltd.Markham, Ontario, Canada
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

Ideal Candidate Profile:Possess a Master's or Doctoral degree in Computer Science or Electronic Engineering. Bring 5+ years of experience in low-level computing algorithm development, AI acceleration, large-scale parallel computing, or high-performance computing system design. Have a profound understanding of the fundamental principles and workload characteristics of large-scale AI systems.

About the job

Join Huawei Canada as a Principal Scientist in our Computing Data Application Acceleration Lab!


About the Team:

Our lab is at the forefront of building a premier global data analytics platform, segmented into three specialized teams leveraging cutting-edge programming technologies. We focus on comprehensive innovations, particularly software-hardware co-design, to optimize data efficiency at both storage and runtime layers. Additionally, we are pioneering next-generation GPU architecture tailored for gaming, cloud rendering, VR/AR, and Metaverse applications.

Our mission is to enhance algorithm performance and training efficiency across various sectors, cultivating long-term competitiveness.


About the Role:

  • Develop a precise and universal AI performance model utilizing mainstream AI acceleration technologies for comprehensive theoretical analysis.

  • Monitor emerging hardware designs within the industry, performing in-depth analysis to pinpoint the trajectory of key advanced technologies.

  • Collaborate with our AI research team to uncover critical performance bottlenecks in future AI workloads and define essential algo-hw co-design features for our next-generation chips, focusing on low cost, high throughput, scalability, and stability.

  • Model performance of representative AI workloads using state-of-the-art training and inference algorithms across various hardware specifications to conduct quantitative assessments of compute, memory, I/O, and interconnect.

  • Lead our team towards breakthroughs in acceleration algorithms, achieving the best balance between model quality and computational efficiency.

  • Stay abreast of emerging algorithm-hardware co-design technologies, conducting detailed insights and analyses to grasp the key directions and trends in this cutting-edge area.

About Huawei Technologies Co., Ltd.

Huawei Technologies Co., Ltd. is a global leader in information and communications technology (ICT) infrastructure and smart devices, committed to bringing digital to every person, home, and organization for a fully connected, intelligent world.

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