About the role#
Huawei Canada is hiring an intern for a 6 to 12 month position within the Computing Data Application Acceleration Lab. This team focuses on full-stack innovations, software-hardware co-design, and optimizing data efficiency at the storage and runtime layers. You will work on projects related to algorithm performance and training efficiency.
What you'll do#
- Develop and optimize RL post-training pipelines for LLMs, including GRPO and reward modeling.
- Conduct experiments to improve model performance, reasoning, and alignment.
- Build scalable training, evaluation, and data generation systems.
- Collaborate with researchers and engineers on LLM projects.
- Stay current with advancements in RL, LLMs, and post-training research.
What you'll need#
- Enrollment as a Master or Ph.D. student in Computer Science, AI, or a related field.
- A strong background in machine learning, reinforcement learning, and deep learning.
- Familiarity with Large Language Models, transformer architectures, and post-training methods.
- Proficiency in Python, PyTorch, and LLM frameworks.
- Knowledge of domain-specific languages used with AI accelerators.
- Strong problem-solving and communication skills.
- Hands-on experience with LLMs, RL training algorithms like GRPO, RL frameworks like VeRL, or open-source frameworks such as Hugging Face, DeepSpeed, vLLM, or SGLang is an asset.
- Experience with distributed training frameworks, large-scale experimentation, or LLM infrastructure is an asset.
Location & details#
- Location: Vancouver, British Columbia, Canada.
- Work Modality: On-site.
- Employment: Full-time internship.
- Compensation: The target annual compensation ranges from $58,000 to $104,000 based on 2,080 hours per year, depending on education, experience, and expertise.
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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