Huawei Canada has an immediate permanent opening for an AI Research Engineer.
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:
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Develop AI/ML models and agents for network optimization, routing and
resource allocation.
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Write Python code to implement new ideas or algorithms, troubleshoot and
diagnose integration issues, and refine solutions.
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Conduct simulations and experiments to validate efficacy of AI/ML models and
evaluate their performance.
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Prepare reports and present findings to technical and non-technical
stakeholders.
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Collaborate with cross-functional teams to embed AI into optical platforms.
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Stay abreast of AI/ML advancements to come up with innovative solutions and
apply them to optical network automation and optimization tasks.
About the ideal candidate:
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Master’s or PhD degree in Computer Science or Electrical Engineering.
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Solid understanding of the concepts and familiarity with the technologies of
optical communication and networking.
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In-depth knowledge of AI/ML through some hands-on experience with Deep Neural
Networks and Reinforcement Learning (RL).
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Proficiency in Python, with proven ability to write efficient, scalable code,
plus extensive experience with PyTorch.
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Strong problem-solving and communication skills and a passion for tackling
complex technical problems.
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Familiarity with Graph Neural Networks (GNN) and neural combinatorial
optimization techniques and architectures is an asset.
LI-PB1
