AI Researcher – Agents & Multimodal Systems
huaweicanada · Markham
Description du poste
About the role
Huawei Canada's Noah's Ark Laboratory is seeking a researcher to advance AI agents, large language models, vision‑language models and multimodal AI. The 12‑month contract focuses on novel, high‑impact research that can be translated into product‑ready technologies.
Key responsibilities
- Conduct research on AI agents, LLMs, VLMs, code generation and multimodal AI, targeting novel problems.
- Design and develop GUI, web, mobile and computer‑use agents and coding agents.
- Develop new approaches for supervised fine‑tuning, reinforcement learning, agent training, tool use and function calling.
- Build prototypes, datasets, training pipelines, benchmarks and evaluation frameworks.
- Run rigorous experiments, analyze results and publish in top‑tier conferences and journals.
- Collaborate with engineers to translate research ideas into practical systems.
Required profile
- Ph.D. in Computer Science, Electrical & Computer Engineering, Machine Learning or equivalent research experience.
- Strong background in one or more areas such as LLMs, VLMs, multimodal learning, reinforcement learning, generative AI, code generation or AI agents.
- Proven ability to formulate research problems, design algorithms, conduct experiments and publish in venues like NeurIPS, ICML, ICLR, CVPR, ACL, etc.
- Excellent communication and collaboration skills.
Required skills
- Python programming.
- Deep learning frameworks, especially PyTorch.
- Experience with LLM/VLM fine‑tuning, RLHF/RLVR and preference optimization.
- Development of GUI, web, mobile and computer‑use agents.
- Web technologies: HTML, CSS, JavaScript, DOM, Playwright or browser APIs.
- Distributed training on large‑scale GPU systems.
- Model distillation and efficient inference for edge models.
What we offer
- Annual total compensation ranging from $127,000 to $225,000 CAD.
- Commitment to a fair, inclusive and accessible recruitment process.
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huaweicanada
Markham