Job description
Huawei Canada has an immediate permanent opening for a Researcher.
About the Team:
Huawei Canada's Advanced Optical Technology Lab focuses on advanced R&D in high-performance optical communications and networking. Our expert team specializes in transmission algorithms, systems, physics, and optical network management. The lab engages in projects ranging from deep research to developing key product features, actively participating in standards organizations and collaborative research with partners. Our multicultural environment fosters innovation, mentorship, and a passion for learning. If you thrive on solving complex technical challenges, this lab is your ideal place.
About the Job:
Research innovative training and inference methods for optical communication applications.
Design and implement novel AI architectures that integrate domain knowledge/theory with advanced AI technologies.
Collaborate with interdisciplinary teams worldwide to develop AI tools that address emerging challenges in optical communication systems.
Publish findings through internal technical sharing and external exchanges.
Job requirements
About the ideal candidate:
Master's degree or PhD in Computer Science, Electrical Engineering, or related fields, with a focus on AI/ML.
Deep understanding of the mathematical models and principles behind AI algorithms, such as regression, classification, clustering, etc. Knowledge of Mixture of Experts (MoE) is an asset.
Hands-on experience in developing innovative AI algorithms, training, and evaluating AI models using pre-training, fine-tuning, and reinforcement learning (RL) techniques. Familiarity with mainstream AI frameworks and tools is required.
Proficiency in data science programming languages such as Python, C/C++, Julia, etc.
Strong communication and teamwork skills.
Knowledge of optical communication is an asset.
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