Senior Data Analyst for Network Operations

2 settimane fa


Roma, Lazio, Italia Vodafone A tempo pieno
About Vodafone

Vodafone is a leading telecommunications company in Europe and Africa. We are committed to investing in new technologies to improve the lives of millions of customers, businesses, and people around the world.

Job Description

We are seeking an experienced Data Scientist to join our team in Italy. As part of our global function, you will be responsible for automating Network Operations processes. Your main objective will be to identify, develop, and industrialize data science and analytics use cases suited to the needs of the Italian market.

You will work closely with our Network operations teams to evaluate ZTO vendor solutions and coordinate their integration with our platforms. Additionally, you will automate Field management processes and implement machine learning python prototypes on available platforms (Cloudera Hadoop, cloud AWS/GCP or Kubernetes based platforms).

Key Responsibilities
  • Identification of data science / big data / analytics use cases for Network Operations
  • High Level Design Choice and implementation of the best machine learning algorithm suited to the use case
  • Industrialization of the use cases on Cloudera, Openshift/K8 or on AWS/Google cloud environments, with the support of data engineers
  • Technical leadership in analysis and data management domains
  • Data-driven evaluation of vendor product adoption
Requirements

To succeed in this role, you should have:

  • 2+ years experience in Machine Learning SW development and data analysis
  • Experience in designing and implementing use cases over big data architectures involving massive data volume, also under real-time constraints
  • Knowledge of pros and cons of existing data storage technologies (relational DB, Big Data Frameworks, no-SQL DB on cloud and on prem)
  • SQL, Python (Pandas, Tensorflow, Scikit-learn, and main other ML libs), Pyspark and SW development capabilities
  • Machine learning algorithms knowledge (NLP, Neural Networks., Random Forest, SVM, Anomaly Detection especially over time series, Gradient Boost and all other main ML models both supervised and unsupervised)
Salary Range

The estimated salary for this position is between €60,000 - €80,000 per year, depending on your qualifications and experience.

Why Join Vodafone?

We pursue equality of opportunity and inclusion for all candidates through our employment policies and practices. We recognize and celebrate the importance of diversity and inclusivity in our workspace and we do not tolerate any form of discrimination.



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