Senior Researcher – Hardware Efficient AI Foundation Model Training
6 days ago
Senior Researcher – Hardware Efficient AI Foundation Model TrainingHuawei 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 are to enhance algorithm performance and training efficiency across industries, fostering long-term competitiveness.ResponsibilitiesCollaborate with internal and external organizations to lead the design of foundational model architecture for LLM/Code/Multimodal subfields by breakthroughs in post-training and continual training. Develop a foundational model with state-of-the-art performance and hardware efficiency, and establish industry impact.Propose the technical requirements for large-scale distributed training and inference infrastructures such as parallelization and operator fusion, analyze the computational characteristics of typical architectures, and ensure the accuracy and advancement of AI hardware & infrastructure evolution.QualificationsExperience in training and optimizing cutting-edge AI models/applications, especially in training and deploying AI models at a scale of 10B+ parameters.Proficiency in the latest AI architecture (such as long-sequence, reinforcement learning, multimodal, and agents). Deep understanding of AI algorithm mechanisms.Solid command of the underlying implementation of AI frameworks (such as PyTorch, vLLM, and SGLang), and mainstream distributed training and inference techniques.Familiarity with AI chip architecture (such as GPU, NPU, and TPU). Understanding of memory hierarchy and interconnect technologies is an asset.PhD preferred in AI architecture, computer architecture, or related fields.Solid publication records in the field of AI systems or chip design are an asset.Seniority levelMid-Senior levelEmployment typeFull-timeJob functionResearch, Analyst, and Information TechnologyIndustriesTelecommunications #J-18808-Ljbffr
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Markham, Canada Huawei Canada Full timeSenior Researcher – Hardware Efficient AI Foundation Model Training 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...
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Markham, Canada Huawei Technologies Canada Co., Ltd. Full timeJob descriptionHuawei Canada has an immediate permanent opening for a Senior Researcher.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...
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Markham, Canada Huawei Full timeAbout 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...
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Markham, Canada Huawei Full timeAbout 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...
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Markham, Canada Huawei Technologies Canada Co., Ltd. Full timeJob descriptionHuawei 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...
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Markham, Canada Huawei Technologies Canada Co., Ltd. Full timeA leading technology firm in York Region, Markham is seeking a Principal Architect to lead the design of foundational model architecture for AI applications. The ideal candidate should have a PhD and experience in training large-scale AI models, particularly with 10B+ parameters. Strong skills in AI architecture and familiarity with AI chip technology are...
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Markham, Canada Huawei Technologies Canada Co., Ltd. Full timeA leading technology firm in York Region, Markham is seeking a Principal Architect to lead the design of foundational model architecture for AI applications. The ideal candidate should have a PhD and experience in training large-scale AI models, particularly with 10B+ parameters. Strong skills in AI architecture and familiarity with AI chip technology are...
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Senior Principal Researcher
6 days ago
Markham, Canada Huawei Canada Full timeSenior Principal Researcher - AI for Science Join to apply for the Senior Principal Researcher - AI for Science role at Huawei Canada. 6 days ago Be among the first 25 applicants. About the team The Technology Planning and Cooperation Department promotes strategic innovation across all of Huawei Canada. Working with fellow experts, the focus is researching...
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Senior Principal Researcher
3 days ago
Markham, Canada Huawei Full timeHuawei Canada has an immediate permanent opening for a Senior Principal Researcher - AI4Science About the team: The Technology Planning and Cooperation Department promotes strategic innovation across all of Huawei Canada. Working with fellow experts, the focus is researching new and upcoming areas of technology as well as strategic planning to help achieve...
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Senior Machine Learning Research Engineer
6 days ago
Markham, Canada Huawei Technologies Canada Co., Ltd. Full timeHuawei Canada has an immediate permanentopening for a Senior Research Engineer.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...
