Nokia's growth engine, Cloud and Network Services (CNS) Division, aims to create value for communication service providers and enterprise customers by leading the transition to cloud-native software and as-a-service delivery models. The P&E Team within CNS is working on 3GPP Packet Core products and automation enablement technologies, including developing cutting-edge gen-AI models for 5G/6G.
Requirements
- Python proficiency, C++/C language knowledge.
- Some experience in data classification models, time series, and large language models including some familiarity with 3GPP and 4G/5G specifications.
- Experience with designing and implementing AI pipelines including langchain, and MCP (Model Context Protocol) for Large Language Model Deployment including embeddings and RAG (Retrieval Augmentation Generation) based modeling.
- Networking IP Knowledge (IPv6/IPv4), familiarity with Linux, Git, MLFlow, AirFlow, and Scikit Learn.
- Experience with Gen AI tools (e.g. Copilot) to aid in the job role (test script development, code development) in an Agile and DevOps environment.
- Excellent technical skills, demonstrated by working efficiently and being responsible for completing own code quality and/or testing activities given the provided requirements.
Responsibilities
- Code and work on projects related to the following areas: Data analytics/Machine Learning, including Exploratory Data Analysis
- Coding in C++/C and Python which will be used in the implementation of models for data pipeline (training, serving, testing)
- Work with technologies such as: MLflow, Pandas, Jupyter Notebooks, and other related technologies to perform Exploratory Data Analysis (EDA), and implement machine learning models.
- Work on technologies related to: Container Technologies (Kubernetes) platforms
- Artificial Intelligence, Machine Learning pipelines, and Gen-AI
- Work with technologies such as: 3GPP, which includes implementing use cases in AI/Machine Learning for the Packet Core components including Cloud Mobility Manager for 4G MME (Mobility Management Entity) and 5G AMF (Access Mobility Function), Cloud Mobility Gateway for 4G SGW/PGW and 5G (SMF,UPF)
- Follow all Nokia Information Security policies and guidelines including ISMS (ISO27001 program)
Other
- A Master's degree in Computer Science, Computer Engineering, or Data Science, with an emphasis on Data Science.
- Characteristics of a self-starter, by being self-motivated and showing the ability to work independently on complex problems which include aptitude towards learning state-of-the-art technologies including the ability to keep abreast of evolution in the industry and cloud infrastructures, and gain complex knowledge in a short time frame.
- Ability to understand the customer’s use case and create data-driven models which help the customer manage their network in an autonomous fashion, including the desire to work across organizational boundaries, multi-site, and multi-cultural teams including good communication skills and ability to explain technical information/risks and provide status updates on assigned tasks.
- Previous Nokia intern or co-op experience.
- We act inclusively and respect the uniqueness of people. Our 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.
