Research Optimization Engineer

3 weeks ago


Vancouver, British Columbia, Canada Huawei Technologies Canada Co., Ltd. Full time

We are seeking a highly skilled Research Optimization Engineer to join our team at Huawei Technologies Canada Co., Ltd. in a 6-month internship role. The ideal candidate will have a strong background in optimization algorithms and experience with large-scale problem-solving.

Key Responsibilities:

  • Design and implement effective optimization algorithms for large-scale problems.
  • Write high-quality, efficient Python code with close attention to computational complexity and memory usage.
  • Run experiments with large language models on GPUs.
  • Conduct research on algorithmic improvements and engage in discussions on the mathematical foundations of optimization problems.
  • Read and synthesize recent academic papers related to LLMs and optimization.

Requirements:

  • Master's or PhD degrees in Computer Science, Operations Research, Industrial Engineering, or relevant backgrounds or equivalent experience.
  • Proficiency in Python programming (experience with PyTorch)
  • Experience with asymptotic analysis of algorithms, and memory management
  • Familiarity with operations research (heuristic optimization, integer programming)
  • Experience with version control (Git)
  • Desire to stay current by reading scientific papers related to the project's topic
  • Experience with CPU and GPU parallelism is an asset.
  • Exposure to or practical experience with LLM inference optimization and heuristic algorithms

What We Offer:

  • A competitive annual compensation package ranging from $93,000 to $116,480 based on education, experience, and demonstrated expertise.


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