Engineer - Foundation Models
1 week ago
Huawei Canada has an immediate permanent opening for an Engineer.
About the team:
The Centre for Software Excellence Lab conducts pioneering research in software engineering, focusing on next-generation technologies. This team integrates industry best practices with cutting-edge academic research to address lifecycle software engineering challenges, including foundation model applications, software performance engineering, hyper-cluster programming, next-gen mobile OS, and cloud-native computing. This lab uniquely allows researchers to apply innovations directly to products affecting billions of customers while promoting open-source contributions, publications, conference participation, and collaborations to create a broader impact.
About the job:
Research, prototype and build core infrastructure, tooling, and platforms to improve the productivity, quality, and efficiency of engineering and serving foundation model applications.
Design, implement and assess application programming APIs, frameworks and runtime systems software for heterogeneous architectures (e.g., GPU, NPU), familiar with machine learning systems or AI infrastructures.
Support the integration process of novel software frameworks on in-house hardware platforms (e.g. performance modeling, analysis of future computing architectures, resource allocation and management, scheduling, fault tolerance and resiliency, communication and shared memory).
Meet top industry and academic leaders and experts around the world, collaborate with top researchers and students, consult with Engineering teams across diverse domains, publish research papers in far-reaching and impactful areas, and submit patent applications for novel inventions.
About the ideal candidate:
Master or PhD Degree in Computer Science, Electrical & Computer Engineering, Machine Learning, or relevant domains.
Solid experience with one or more of the following programming languages: Python/C/C++/Go; Familiarity with software development practices (version management, build management, CI/CD, debugging and profiling).
Solid understanding in any of these areas: Machine Learning and/or Deep Learning, Large Models Training and Finetuning (e.g., NLP/CV)
Experience with mainstream model training and inference frameworks and tools (e.g., PyTorch, Tensorflow, PaddlePaddle, Oneflow, MindSpore, HuggingFace Transformer&Accelerate, DeepSpeed, Megatron, FasterTransformer, Triton Inference).
Solid understanding in Computer Architecture, Distributed Computing, Parallel Computing, Cloud Native, Operating Systems, Networks; experience in using frameworks and tools of any of the aforementioned areas (e.g., Spark, Flink, Ray for Distributed Computing, Docker, K8S for Cloud-Native app/framework development).
Ability to evaluate, apply, and mature published research to real-world problems on prototype systems.
Have an inquisitive mindset, proven research and communication skills, can conduct investigations and experiments independently, and can interpret experiment data and present results clearly and concisely.
Publications in related top-tier venues is an asset.
Your application has been successfully submitted
Other jobs-
Engineer - Foundation Models
18 hours ago
Kingston, Canada Huawei Technologies Canada Co., Ltd. Full timeJob descriptionHuawei Canada has an immediate permanent opening for an Engineer.About the team:The Centre for Software Excellence Lab conducts pioneering research in software engineering, focusing on next-generation technologies. This team integrates industry best practices with cutting-edge academic research to address lifecycle software engineering...
-
Senior Engineer
2 weeks ago
Princess St. Kingston, Ontario, KL H Canada Huawei Technologies Canada Co. Full timeJob description Huawei Canada has an immediate permanent opening for a Senior Engineer.About the team:The Centre for Software Excellence Lab conducts pioneering research in software engineering, focusing on next-generation technologies. This team integrates industry best practices with cutting-edge academic research to address lifecycle software...
-
Intern Assistant Engineer – LLM
2 weeks ago
Princess St. Kingston, Ontario, KL H Canada Huawei Technologies Canada Co. Full timeJob description Huawei Canada has an immediate internship opening for an Assistant Engineer.About the team:The Centre for Software Excellence Lab conducts pioneering research in software engineering, focusing on next-generation technologies. This team integrates industry best practices with cutting-edge academic research to address lifecycle software...
-
Allstate Parkway Markham, Ontario, LR B Canada Huawei Technologies Canada Co. Full timeJob description Huawei Canada has an immediate permanent opening for a Researcher.About the team:Founded in 2012, the Noah's Ark lab has evolved into a prominent research organization with notable achievements in academia and industry. The lab's mission focuses on advancing artificial intelligence and related fields to benefit the company and society....
-
Senior Engineer
2 weeks ago
Kingston, Canada Huawei Technologies Canada Co., Ltd. Full timeJob descriptionHuawei Canada has an immediate permanent opening for a Senior Engineer.About the team:The Centre for Software Excellence Lab conducts pioneering research in software engineering, focusing on next-generation technologies. This team integrates industry best practices with cutting-edge academic research to address lifecycle software engineering...
-
Senior Software Engineer II, Foundations
3 weeks ago
, , Canada Vanta Full timeSenior Software Engineer II, Foundations Join to apply for the Senior Software Engineer II, Foundations role at Vanta At Vanta, our mission is to help businesses earn and prove trust. We believe that security should be monitored and verified continuously, and we empower companies to practice better security and prove it with ease. Vanta has a kind and...
-
Senior GenAI Engineer: Foundation Models for AEC
2 weeks ago
, , Canada Autodesk Full timeA leading design software company is seeking a Senior/Principal Machine Learning Engineer to drive generative AI capabilities within the AEC industry. The ideal candidate will have extensive experience leading machine learning projects, a solid background in AI technologies, and the ability to manage complex data models. This role involves collaborative...
-
Senior Software Engineer II, Foundations
2 weeks ago
, , Canada Vanta Inc. Full timeAt Vanta, our mission is to help businesses earn and prove trust. We believe that security should be monitored and verified continuously, and we empower companies to practice better security and prove it with ease. Vanta has a kind and talented team, and while some have prior security experience, many have been successful at Vanta without it. The Foundations...
-
Protocol Security Engineer
3 weeks ago
, , Canada Monad Foundation Full timeThe Monad Foundation is a team of dedicated ecosystem and community builders who are on a mission to massively grow the impact of decentralized tech. We believe that the Monad blockchain— the performant and parallel EVM Layer 1—will help decentralized apps eat the world. The Role We are looking for a Senior Security Engineer who will be responsible for...
-
Senior Engineer
3 days ago
Kingston, Canada Huawei Technologies Canada Co., Ltd. Full timeJob descriptionHuawei Canada has an immediate permanent opening for a Senior Engineer.About the team:The Centre for Software Excellence Lab conducts pioneering research in software engineering, focusing on next-generation technologies. This team integrates industry best practices with cutting-edge academic research to address lifecycle software engineering...
