Engineer - ML & RL

Job description

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 pape...