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    Research Engineer - Markham, Canada - Huawei Technologies Canada Co., Ltd.

    Huawei Technologies Canada Co., Ltd.
    Huawei Technologies Canada Co., Ltd. Markham, Canada

    Found in: Talent CA C2 - 1 day ago

    Huawei Technologies Canada Co., Ltd. background
    CDI
    Description

    Our team has an immediate permanent opening for a Research Engineer

    Responsibilities:

    • Research and apply state-of-the-art technologies to guide the synthesis process of neural symbolic architectures with the integration of LLM/AI and Formal methods
    • Design and develop comprehensive testing strategies for LLM-based AI systems, e.g., white box testing (examining internal components) and black box testing (evaluating system behavior from an external perspective; assessing the coverage/activation patterns to understand the AI system, and improving performance
    • Design and develop formal modeling, analysis, and verification techniques to integrate symbolic information and reasoning within neural networks; ensure accurate interpretation and generation of LLM-based AI system outputs
    • Work closely with researchers and engineers to apply advanced technologies into practical AI development lifecycle, and publish findings in relevant conferences and journals

    #LI-TL1



    What you'll bring to the team:

    • A Ph.D. degree in Formal Methods, Software Engineering, LLM/AI, or a closely related field
    • Proven experience in research and development in related fields
    • Knowledge of formal reasoning and testing techniques
    • Understanding of LLM/AI techniques and their limitations
    • Strong programming skills
    • Ability to collaborate effectively with interdisciplinary teams
    • Adept at identifying and solving complex technical challenges
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