Research Scientist
4 weeks ago
We are seeking a highly motivated and skilled researcher to join our team at Huawei Technologies Canada Co., Ltd. as a Research Intern.
Job SummaryThe 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.
- 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.
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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