Research Engineer - LLM Formal Methods

job
  • Huawei
Job Summary
Location
Markham ,ON
Job Type
Contract
Visa
Any Valid Visa
Salary
PayRate
Qualification
BCA
Experience
2Years - 10Years
Posted
11 Nov 2024
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Job 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 improve 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 the practical AI development lifecycle, and publish findings in relevant conferences and journals.

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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