Researcher - AI for Networking

Key Skills

Aartificial intelligence, C Programming, C++, CNNs, Effective communication skills, Java Programming, Machine learning techniques, Neural Networks, Python Programming, PyTorch, RNNs, TensorFlow

Job Description

Our team has an immediate 12-month contract opening for a Researcher.

Responsibilities:

• Contributing to the synthesis and development of AI/ML solutions
• Implementing AI/ML solutions proposed by the team, with clean, efficient and scalable code
• Conducting experiments on large-scale data sets to verify and evaluate the implemented solutions
• Maintaining the codebase, and managing code deployment on distributed servers and/or mobile devices
• Keeping track of the latest progresses in the (selected) AI/ML areas (especially federated learning, distributed learning, knowledge distillation, and/or complex-valued neural networks), as well as telecommunications
• Contributing to the proposal of high-impact intellectual properties (e.g., patents), publishing of research papers in top-tier AI/ML and communications/networking venues, generating organized technical reports
• Working closely with the team, as well as other Huawei units (if needed)

Job requirements

What you'll bring to the team:

• A Ph.D. or a Master in Computer Science, Electrical and Computer Engineering, Communications, Statistics, Applied Mathematics, or a related field
• Familiar with the common Neural Network (NN) structures (e.g., CNNs, RNNs, GNNs, AEs)
• Strong coding skills in one of the popular programming languages, e.g., Python, C/C++, Java
• Experience with AI/ML coding tools, e.g., Tensorflow or Pytorch
• Project experience on AI/ML for telecommunication and networking is an asset
• Publications in AI/ML and/or communications/networking venues are an asset
• Good communication skills, willingness to collaborate, self-motivated