AI/ML based Network Optimization Trainee
Hungary
Nokia
As a technology leader across mobile, fixed and cloud networks, our solutions enable a more productive, sustainable and inclusive world.Strategy and Technology lays the path for Nokia’s future technology innovation and identifies the most promising areas for Nokia to create new value. We set the company’s strategy and technology vision, offer an unparalleled research foundation for innovation, and provide critical support infrastructure for Nokia.
As an intern under the supervision of Nokia Bell Labs researchers, you will work on complex but practical optimization challenges utilizing real data from 5G networks, applying the results in a real 5G test network.
As part of this effort, you will:
- Participate in the design, implementation and validation of AI/ML models in various parts of the telecommunication system, especially AI/ML based network state modeling, dynamic behavior modeling, prediction and automation.
- Contribute to the development of proof-of-concepts in AI/ML based network management and Network Digital Twins.
- Good programming skills in Python, Java or C/C++ (one of these)
- Familiarity with data frameworks (e.g., PySpark, Pandas, Telegraf, InfluxDB) and data structures/protocols (e.g., YAML, JSON, ProtoBuf)
- Familiarity with machine learning and data science (one of Tensorflow, Keras, Pytorch)
- LLM related experience is a plus
- User level knowledge of Linux, handling the command line and basic scripting capabilities (bash, awk)
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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: InfluxDB Java JSON Keras Linux LLMs Machine Learning ML models Pandas PySpark Python PyTorch Research TensorFlow
Perks/benefits: Career development
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