Bell Labs Research Trainee

Join the research focusing on advanced machine learning techniques applied for the optimization of current and future mobile communication networks. 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.

Responsibilities

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.

Required skills

Good programming skills in Python, Java or C/C++

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)

User level knowledge of Linux, handling the command line and basic scripting capabilities (bash, awk)