AI Research Engineer

4 weeks ago


Markham, Ontario, Canada Huawei Full time

Huawei is seeking a dedicated Research Engineer

Key Responsibilities:

  • Investigate and implement cutting-edge technologies to enhance the synthesis process of neural symbolic frameworks, integrating LLM/AI with formal methodologies.
  • Create and execute thorough testing methodologies for LLM-driven AI systems, including both white box testing (analyzing internal mechanisms) and black box testing (assessing system performance externally); evaluate coverage and activation patterns to gain insights into the AI system and optimize its efficiency.
  • Develop formal modeling, analytical, and verification strategies to incorporate symbolic reasoning within neural networks; ensure precise interpretation and generation of outputs from LLM-based AI systems.
  • Collaborate with fellow researchers and engineers to integrate advanced technologies into the AI development process, and disseminate research findings in relevant academic conferences and journals.

Qualifications:

  • A Ph.D. in Formal Methods, Software Engineering, LLM/AI, or a related discipline.
  • Demonstrated experience in research and development within relevant fields.
  • Familiarity with formal reasoning and testing methodologies.
  • Insight into LLM/AI techniques and their inherent limitations.
  • Proficient programming skills.
  • Strong collaborative abilities with interdisciplinary teams.
  • Skilled in identifying and addressing complex technical challenges.


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