Master Internship in Energy-Efficient 6G RAN: AI-Driven Cell Load Balancing

il y a 4 semaines


Massy, Île-de-France Ericsson Temps plein

About the Opportunity


We are seeking a talented individual to join our team as a Master Internship AI Researcher in the area of energy-efficient 6G RAN cell load balancing.


This project focuses on reducing the telecom network carbon footprint by implementing AI-driven management of radio RAN resources. The goal is to ensure performance while minimizing energy consumption.


You will investigate different solutions in the areas of AI-based networking, intent-based management, and RAN applications. You will work on a proprietary simulator to evaluate the quality of the solution.


Responsibilities


Develop and implement AI-based methods for energy-efficient RAN management policies


Investigate modern tools from Reinforcement Learning (RL) for decision-making challenges


Work on a proprietary simulator to evaluate the quality of the solution


Requirements


You are in your second year of Master or the final year of engineering school and studying a degree in Computer Science, electrical engineering, mathematics, or physics


Good understanding of Machine Learning algorithms (Reinforcement Learning, Generative-AI, Neural Networks, times series, etc.)


Good foundation in practical programming skills, experience in Python and in using scientific Python packages such as PyTorch, Scikit-learn, Numpy, etc.


About Ericsson


At Ericsson, we are a world leader in the rapidly changing environment of communications technology. We provide hardware, software, and services to enable the full value of connectivity.


Our purpose is to create connections that make the unimaginable possible. We are a team of like-minded innovators driven to go beyond the status quo to build what's next.


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