ML Researcher: Continual Learning for LLMs

Huawei Technologies Canada Co., Ltd.; Edmonton; On-site; CAD 80,000 - 120,000; Full time

Job summary

Huawei Canada is seeking a Researcher for a 12-month contract to work on machine learning, particularly continual learning and applications in language models. As part of the Software-Hardware System Optimization Lab, the candidate will help enhance smartphone performance through innovative optimizations and evaluate algorithms on leading ML benchmarks. A Ph.D. and strong coding skills are essential, and those with backgrounds in reinforcement learning will be valued.

Qualifications

• Ph.D. in computer science or related fields.
• Strong coding abilities using Python and Linux shell scripting.
• Solid skills in machine learning and AI.

Responsibilities

• Conduct machine learning research, focusing on continual learning and its applications.
• Evaluate algorithms on ML benchmarks or large foundation models.
• Stay updated on recent advances in related fields.

Skills

Python

Linux shell scripting

Machine learning

AI

Communication skills

Education

Ph.D. in computer science or related fields

Job description

Huawei Canada is seeking a Researcher for a 12-month contract to work on machine learning, particularly continual learning and applications in language models. As part of the Software-Hardware System Optimization Lab, the candidate will help enhance smartphone performance through innovative optimizations and evaluate algorithms on leading ML benchmarks. A Ph.D. and strong coding skills are essential, and those with backgrounds in reinforcement learning will be valued.