About the role#
Huawei Canada is hiring an Intern Researcher to join the Noah's Ark Laboratory. You will work on long-term projects focused on advancing artificial intelligence. Your work will involve integrating research innovations into products and services across areas like LLMs, reinforcement learning, and computer vision.
What you'll do#
- Research and build innovative models for LLM agents, focusing on planning, reasoning, and decision-making within virtual environments.
- Write technical reports, file patents, and publish your findings at top-tier machine learning conferences.
- Design, test, and maintain research frameworks.
- Collaborate with the team to solve complex learning problems.
- Monitor new advances in deep learning, Transformers, and State Space Models to provide insights to the group.
What you'll need#
- A Ph.D. in Computer Science, Electrical Engineering, Statistics, or Applied Mathematics. Candidates with a Master's degree and at least 2 years of relevant research experience and publications are also welcome.
- Strong coding skills in Python and a solid grasp of data structures and algorithms.
- Experience with deep learning frameworks like PyTorch and Tensorflow.
- Practical knowledge of LLMs, Transformer pipelines, and NLP training algorithms.
- Familiarity with tools such as Huggingface, DeepSpeed, and PEFT.
- Experience with learning paradigms including in-context learning, prompt tuning, and parameter efficient fine-tuning.
- A track record of publications at major conferences like NeurIPS, ICML, or ICLR.
- Strong analytical, problem-solving, and technical writing skills.
Location & details#
- This is a full-time, paid internship.
- The role is based on-site in Markham, Ontario.
- The position follows a rolling term.
About Huawei Canada
Huawei Canada operates as a division of the global information and communications technology provider founded in 1987. The company focuses on research and development, specifically in 5G technologies, cloud services, and network infrastructure. It maintains a significant presence in Canada with its main headquarters in Markham and multiple research facilities across the country. The Canadian operations employ over 1,700 people.
How to get in at Huawei Canada
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