Nokia Internship – Data-driven 6G Radio Access Solutions 

France 

972760624

Join us and be part of a company where you will feel included and empowered to succeed.

You will be a key player in developing innovative solutions that will help pave the way towards data-driven 6G networks, by helping shape novel concepts in state-of-the-art spectrum sharing technologies.

You will learn and contribute to the:

• Generation of synthetic data via system level simulations.
• Perform feature engineering and data preprocessing for model robustness and accuracy.
• Research and development of novel and efficient radio resource management (RRM) techniques for 5G NR and 6G;
• Implementation of the proposed solution in a system level simulator for 6G cellular system to evaluate the performance in realistic settings.
• Comparative analysis of state-of-the-art solutions against the proposed scheme.
• Generation of intellectual property.

You have:

• Hands-on experience in machine learning, deep learning, and data science. Expertise in supervised and unsupervised learning, time-series analysis, anomaly detection, and reinforcement learning.
• Experience in scripting and automation tools for data preprocessing or evaluation.
• Programming Skills: Proficiency in Python and libraries such as TensorFlow, PyTorch, Scikit-learn, and Pandas. Familiarity with C++ is a plus for integration with other system components.
• Foundational knowledge of wireless networks.
• Proficiency in English is required; French is a plus.

It would be nice to have:

• Familiarity with 3GPP protocol layers in mobile networks.
• Experience with cloud platforms (AWS, Azure, or Google Cloud).
• Understanding of data handling for log or trace analysis in wireless systems.
• Strong team player attitude with experience in fast-paced, iterative development environments.
• Comfortable working within Scrum or agile methodologies.
  

Nokia has received the following recognitions for its commitment to inclusion & equality:

• One of the World’s Most Ethical Companies by Ethisphere
• Gender-Equality Index by Bloomberg
• Workplace Pride Global Benchmark