
Job description
Huawei Canada has an immediate 12-month contract opening for a Researcher.
About the team:
The Software-Hardware System Optimization Lab continuously improves the power efficiency and performance of smartphone products through software-hardware systems optimization and architecture innovation. We keep tracking the trends of cutting-edge technologies, building the competitive strength of mobile AI, graphics, multimedia, and software architecture for mobile phone products.
About the job:
We are seeking a highly motivated AI Researcher to explore and advance state-of-the-art LLMs and VLMs. This role combines fundamental AI/ML research with hands-on implementation to improve model performance and efficiency.
Conduct research on LLMs and VLMs, with a focus on performance and efficiency.
Apply techniques such as fine-tuning, knowledge distillation, MoE, and pruning.
Enhance Vision models for improved perception in practical applications.
Implement and maintain experiments using Python and modern ML frameworks.
Collaborate with researchers and mentors in ideation and review sessions.
Contribute to publications in top-tier conferences (e.g., NeurIPS, CVPR, ICML, AAAI).
Job requirements
About the ideal candidate:
MSc or PhD in Computer Science, Engineering, or related fields.
Strong foundation in AI and machine learning.
Hands-on experience with large-scale foundation models (e.g., DeepSeek, Smol, InternVL, Qwen, LLaMA).
Familiarity with fine-tuning (e.g., LoRA), prompt tuning, model pruning, MoE, and distillation methods.
Proficient in Python, PyTorch, Git, and Linux shell scripting.
Experience with Hugging Face, MLflow, DeepSpeed, Apex, Fairscale, etc.
Excellent communication and collaboration skills.
Demonstrated research experience through publications.
or
All done!
Your application has been successfully submitted!