Intern Engineer - AI Transformer Model for RF Design

Job description

Huawei Canada has an immediate internship opening for an Engineer.

About the team:

Welcome to the Advanced Wireless Technology Wireless Lab, an epitome of innovation located in Ottawa, Canada. Here, amid the dynamic panorama of technological progress, our team consists mainly of seasoned graduate computer engineers and computer scientists. With diverse experiences ranging from fresh perspectives to decades-long industry immersion, we are united by our fervour for pioneering wireless solutions.

About the job:

• Fine-tune and adapt large language models (LLMs) to reason about engineering trade-offs in RF system architecture and design (e.g., digital/hybrid beamforming, RF transceiver line-up, etc.)

• Create and manage structured datasets for training, combining synthetic data and expert knowledge

• Implement and run model training, focusing on the model's ability to generate logical, step-by-step reasoning and valid architectural recommendations

• Help build the interactive interface for human-in-the-loop prompting and refinement

Job requirements

About the ideal candidate:

• PhD candidate in Computer Science, ECE, or related field

• Hands-on experience training and fine-tuning large language models (e.g., Llama, GPT)

• Strong proficiency in Python and PyTorch/TensorFlow

• Familiarity with the Hugging Face ecosystem and parameter-efficient fine-tuning (e.g., LoRA)