Network Data Scientist vois
6 months ago
**Role purpose**:
Network AI and Data Analytics team is a corner stone in Digital Network data driven strategy. We perform data driven insight to understand our network & customers behaviour, build machine learning models to automate network lifecycle (planning, optimization and operation) and improve our customer experience.
The Network Data Scientist should deliver machine learning and deep learning solutions to assist decisions to optimize the energy consumption over the network, automate and simplify network planning, optimization and operation.
**Key responsibilities**:
- Deliver Artificial Intelligence for Digital & OSS.
- Translating NW complex datasets into key strategy insight and powerful capabilities to the business
- Develop Machine Learning /AI models aiming to improve network planning and optimization.
- Identify new analytics trends and opportunities to drive the innovation across VF NW.
- Identify new data sources and evaluate emerging technologies for data discovery usage.
- Delve into data from different systems, structured and unstructured, both batch and real time, to discover hidden relationships and useful information
- liaise with design and development and support teams to help them in product evolution and troubleshooting, by providing insights both upon request or in a proactive way
**Core competencies, knowledge and experience [max 5]**:
- Data science experience including deployment of machine learning models and algorithms to analyse extremely large volumes of structured and unstructured data
- Understanding how to integrate multiple data sets and ability to link and mash up distinctive data sets to discover new insights
- Experience working in large-scale big data environments on cloud
- Experience with visualisation tools (e.g. Tableau, QlikSense, CartoDB, deck.gl and D3.js....)
- Nice to have: deep reinforcement learning, quantum computing
**Must have technical / professional qualifications**:
- Strong knowledge of machine learning, deep learning and statistical analysis
- Deep knowledge of Spark 3
- Strong programming skills in Python and Scala
- Strong knowledge of SQL
- Practical experience with Google Cloud Platform
- Nice to have experience with NOSql, TensorFlow, keras
- Nice to have knowledge of Telco domain
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