Senior Researcher – Hardware Efficient AI Foundation Model Training
17 hours ago
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.
About the job
- Collaborate 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.
About the ideal candidate
- Experience 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.
#J-18808-Ljbffr
-
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...
-
Markham, Canada Huawei Canada Full timeSenior 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...
-
Allstate Parkway Markham, Ontario, LR B Canada Huawei Technologies Canada Co. Full time $120,000 - $180,000 per yearJob description Huawei 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...
-
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...
-
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...
-
Markham, Canada Huawei Canada Full timeOverview Join to apply for the Principal Architect – Hardware Efficient AI Foundation Model Training role at Huawei Canada . 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...
-
Markham, Canada Huawei Canada Full timeOverviewJoin to apply for the Principal Architect – Hardware Efficient AI Foundation Model Training role at Huawei Canada.Huawei Canada has an immediate permanent opening for a Principal Architect.About the teamThe Computing Data Application Acceleration Lab aims to create a leading global data analytics platform organized into three specialized teams...
-
Markham, Canada Huawei Technologies Canada Co., Ltd. Full timeOverviewHuawei Canada has an immediate permanent opening for a Principal Architect.About the teamThe 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...
-
Markham, Canada Huawei Full timeOverview 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...
-
Markham, Canada Huawei Technologies Canada Co., Ltd. Full timeOverview 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...
