Internship – Data-driven 6G Radio Access Solutions: Learning from System Level Simulations

Come create the technology that helps the world act together

Come create the technology that helps the world act together

Nokia is committed to innovation and technology leadership across mobile, fixed and cloud networks. Your career here will have a positive impact on people’s lives and will help us build the capabilities needed for a more productive, sustainable, and inclusive world.

We challenge ourselves to create an inclusive way of working where we are open to new ideas, empowered to take risks and fearless to bring our authentic selves to work.

Located just south of Paris, our facilities offer students an unparalleled opportunity to collaborate with world-renowned researchers at the forefront of wireless communications, artificial intelligence and data-science. As an intern, you will not only receive expert guidance and mentorship but also be encouraged to challenge conventional thinking and contribute original ideas to our cutting-edge projects. This dynamic environment fosters creativity, cross-domain collaboration, and the development of innovative solutions to real-world problems. 

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.  

Come create the technology that helps the world act together Nokia is committed to innovation and technology leadership across mobile, fixed and cloud networks. Your career here will have a positive impact on people’s lives and will help us build the capabilities needed for a more productive, sustainable, and inclusive world. We challenge ourselves to create an inclusive way of working where we are open to new ideas, empowered to take risks and fearless to bring our authentic selves to work What we offer   Nokia offers continuous learning opportunities, well-being programs to support you mentally and physically, opportunities to join and get supported by employee resource groups, mentoring programs and highly diverse teams with an inclusive culture where people thrive and are empowered. Nokia is committed to inclusion and is an equal opportunity employer 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

At Nokia, we act inclusively and respect the uniqueness of people. Nokia’s employment decisions are made regardless of race, color, national or ethnic origin, religion, gender, sexual orientation, gender identity or expression, age, marital status, disability, protected veteran status or other characteristics protected by law. We are committed to a culture of inclusion built upon our core value of respect.

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