Nokia's CNS Division is looking to improve development & prototyping in Virtualization/Cloud Computing, specifically within the Cloud Mobility Manager (CMM) which delivers a converged packet core solution for 5G, 4G LTE, and 2G/3G in a cloud-native architecture.
Requirements
- Container Technology/Kubernetes platforms
- Artificial Intelligence and Machine Learning pipelines
- Data analytics/Machine Learning, including Exploratory Data Analysis
- Coding in C++/C and Python
- LSTM models, Embedding Models, Large Language Models (LLM) - encoders/decoders
- Python proficiency, C++/C language knowledge
- Experience with the Exploratory Data Analysis (EDA) process - end to end, including projects utilizing the EDA
Responsibilities
- Work on technologies to improve development & prototyping in Virtualization/Cloud Computing including technologies like: Container Technology/Kubernetes platforms
- Work on technologies to improve development & prototyping in Virtualization/Cloud Computing including technologies like: Artificial Intelligence and Machine Learning pipelines
- Contribute to a project in ONE of the following areas: Data analytics/Machine Learning, including Exploratory Data Analysis
- Contribute to a project in ONE of the following areas: Coding in C++/C and Python which will be used in the implementation of models for data pipeline (training, serving, testing)
- Contribute to a project in ONE of the following areas: LSTM models, Embedding Models, Large Language Models (LLM) - encoders/decoders
Other
- Currently a candidate pursuing a bachelors or masters degree in Data Science, Computer Science, Computer Engineering, or a related field with an accredited school in the US.
- Pursuing a Data Science degree or degree in a similar field with some experience in data classification models, time series, and large language models.
- Jupyter Notebooks and knowledge of common AI prototyping tools/libraries.
- Networking IP Knowledge (IPv6/IPv4), familiarity with Linux, Git, and AI tools: MLFlow, AirFlow, and Scikit Learn.
- Location: Naperville, IL - Hybrid
