Intern Engineer - AI Transformer Model for RF Design
About the role
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)
About Huawei Canada
Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We are committed to bringing digital to every person, home and organization for a fully connected, intelligent world. We have approximately 197,000 employees and we operate in over 170 countries and regions, serving more than three billion people around the world.
In Canada, Huawei conducts innovative and leading edge research in 5G technologies, along with advanced development of emerging cloud, device and network technologies & services. While our renowned Canada Research Centre in the thriving technology landscape of Ottawa, Ontario continues to grow rapidly in size and strategic product initiatives, additional presence has also been established across Canada with R&D facilities in Vancouver, Edmonton, Waterloo, Markham, Montreal, and a R&D office in Quebec City.
Intern Engineer - AI Transformer Model for RF Design
About the role
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)
About Huawei Canada
Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We are committed to bringing digital to every person, home and organization for a fully connected, intelligent world. We have approximately 197,000 employees and we operate in over 170 countries and regions, serving more than three billion people around the world.
In Canada, Huawei conducts innovative and leading edge research in 5G technologies, along with advanced development of emerging cloud, device and network technologies & services. While our renowned Canada Research Centre in the thriving technology landscape of Ottawa, Ontario continues to grow rapidly in size and strategic product initiatives, additional presence has also been established across Canada with R&D facilities in Vancouver, Edmonton, Waterloo, Markham, Montreal, and a R&D office in Quebec City.