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Senior Engineer - Optimization of Large Model Training Systems

Huawei CanadaVancouver, British Columbia, Canada
On-site Full-time CA$121K/yr - CA$230K/yr

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Experience Level

Senior

Qualifications

Ideal Candidate Profile:We are seeking a highly skilled professional with a robust background in AI and algorithm optimization. The ideal candidate will possess both theoretical knowledge and practical experience in AI model training and performance enhancement.

About the job

Join Huawei Canada as a Senior Engineer in our dynamic Vancouver office, where innovation meets technology.

About Our Team:

The Computing Data Application Acceleration Lab is pioneering a global data analytics platform through three specialized teams that leverage cutting-edge programming technologies. Our team is dedicated to full-stack innovations, focusing on software-hardware co-design and optimizing data efficiency at both storage and runtime layers. We are at the forefront of developing next-generation GPU architectures for diverse applications, including gaming, cloud rendering, VR/AR, and Metaverse technologies.

Our mission is to enhance algorithm performance and training efficiency across various industries, ensuring long-term competitiveness in the market.

About the Role:

  • Continuously monitor global AI theory and technology trends, generating research reports and proposals to advance the Ascend system.

  • Lead and engage in research focused on algorithms that accelerate the training of AI models driven by market demands (e.g., CV/NLP/GNN), achieving or surpassing state-of-the-art accuracy. Develop proofs of concept for various algorithms, including optimizers, loss functions, new model architectures, mixed precision, model compression, and learning technologies such as meta-learning.

  • Publish high-quality AI research papers as needed and represent Huawei at conferences to enhance visibility for our Ascend products. Pursue high-value patents on critical algorithms and processes that have significant business potential.

  • Collaborate with other departments and teams from Huawei's global research centers to foster innovation.

  • Assist the team lead in project planning and defining the roadmap for technology and product development.

The salary for this role ranges from $121,000 to $230,000, based on education, experience, and proven expertise.

About Huawei Canada

Huawei Canada is a leader in innovative technology solutions, committed to driving advancements in the field of AI and data analytics. Our team thrives on collaboration and pushing the boundaries of technology to create impactful solutions for our clients.

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