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Engineer – ML & RL

Huawei Technologies Canada Co., Ltd. at a glance

Huawei Technologies Canada Co., Ltd.

Huawei Canada has an immediate 12-month contract opening for an Engineer.

About the team:

The Software-Hardware System Optimization Lab continuously improves the power efficiency and performance of smartphone products through software-hardware systems optimization and architecture innovation. We keep tracking the trends of cutting-edge technologies, building the competitive strength of mobile AI, graphics, multimedia, and software architecture for mobile phone products.

About the job:

  • Design and build scalable infrastructure to support Reinforcement Learning, Online Search, Recommendation Systems, large model fine-tuning and evaluation/deployment.

  • Develop efficient ML solutions for Recommendation Systems and RL problems, including Multi-Armed and Contextual Bandit, Tree Search, and Multi-Agent system orchestration.

  • Implement and optimize deep learning architectures, including custom Transformers for agentic and decision-making systems.

  • Apply search and optimization techniques to efficiently fine-tune RL and ML models.

  • Work with large multimodal models (LLMs, VLMs), analyze their components, and fine-tune them for task-specific applications.

  • Conduct systematic benchmarking, new papers reading, experimentation, and validation in both simulation and real-world product environments.

  • Collaborate closely with research teams to scale online RL training capabilities and improve system robustness and accuracy.

  • Explore and integrate emerging AI methodologies and tools into production platforms.

To apply for this job please visit huaweicanada.recruitee.com.

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Working in Edmonton, Edmonton region

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Edmonton is the capital city of the Canadian province of Alberta. It is situated on the North Saskatchewan River and is the centre of the Edmonton Metropolitan Region, which is surrounded by Alberta's central region. Located about 290 kilometres (180 mi) north of Calgary, the city anchors the northern end of what Statistics Canada defines as the "Calgary–Edmonton Corridor".

Alberta is a province in Canada. It is a part of Western Canada and is one of the three prairie provinces. Alberta is bordered by British Columbia to its west, Saskatchewan to its east, the Northwest Territories to its north, and the U.S. state of Montana to its south. Alberta and Saskatchewan are the only two landlocked provinces. The eastern part of the province is occupied by the Great Plains,

🇨🇦 Relocation safety for Canada: Very Safevia Warnely, CC BY 4.0

National unemployment rate in Canada: 6.9%via World Bank

  • Elevation 669m (2,195 ft)

Source: Wikipedia (state)

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