Research Scientist

4 weeks ago


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

We are seeking a highly motivated and skilled researcher to join our team at Huawei Technologies Canada Co., Ltd. as a Research Intern.

Job Summary

The successful candidate will be responsible for designing and implementing effective optimization algorithms for large-scale problems, writing high-quality Python code, and conducting research on algorithmic improvements.

Responsibilities
  • Design and implement optimization algorithms for large-scale problems.
  • Write 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

The target annual compensation ranges from $93,000 to $116,480 depending on education, experience, and demonstrated expertise.

We offer a dynamic and collaborative work environment, opportunities for professional growth, and a competitive compensation package.


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