Developing state-of-the-art methods and procedures incl. the appropriate professional architecture for the application of data mining and other statistical methods and perspectives for the quantitative data analysis (machine learning, AI) and their operational use in the troubleshooting process.
Support for our analytical areas data mining, process mining and ad hoc analytics (analytical dashboard development)
Thinking ahead from extending the analytical environment to proactivity and systemic decision making (next best action in the guided troubleshooting process).
Preparation of corresponding raw data and combining it cross-functionally with other domains in order to work on the subject "incident” from an overall company perspective. We require a cross-domain collaboration.
Data preparation, extraction, consolidation and data cleansing (for example with SQL, Knime)
Development and customization of ML / AI algorithms
Handling data analysis tools (., Knime, QlikSense, Rapidminer, Talend, Tableau, Cassandra, Hadoop, Spark, Hue), skills in designing and managing big data environments (., Hadoop), evaluating and configuring components (. Spark)
Excellent written and oral communication skills (business fluent) in German and English
Several years of professional experience in the required field
Domain Knowledge Telecommunications, ideally complemented by the area of troubleshooting / problem management
Programming skills in higher-level programming languages and statistical methods, such as R, JAVA, SAS as well as experience in software engineering and know-how in agile methods areas of method application:ML / AI model development, application and optimization, time series analysis, anomaly detection, fault data analysis, customer data analysis, processing of technical counters and status information
Knowledge of mathematics and statistical methods
Willingness to travel: at least 1 year on-site activities in Germany to gain knowledge of the domain troubleshooting and exchange of analytical skills in the team, also followed by regular on-site activities in Germany (Bonn)
What do we offer you?
A great place to develop your career, challenging tasks, dynamic and intercultural working environment
Great training opportunities within a multinational company