T-Mobile Poland is a workplace full of mutual inspiration and extraordinary challenges. We act boldly, we are responsible for the decisions we make, we cooperate and experiment!
If you want to be up-to-date with the news from the world of technology and telecommunications and support our team with your competence and experience, share your knowledge and count on the same from our side - dont wait and join #MagentaTeam!
responsibilities :
Collaborate with the team using advanced data science models and techniques
Analyze network and business data to identify trends and possible performance improvement
Apply advanced analytical methods and develop algorithms/models to extract insights from various data sources that support business operations across the value chain
Develop, test, and implement data models
Work closely with stakeholders to ensure data-driven insights
Collaborate with stakeholders (both technical and non-technical) to understand their needs and help translate those needs into clear analytical tasks
Building and Maintaining a Model Building Environment
requirements-expected :
At least 4 years of proven industry experience
Programming skills in Python
Expert knowledge of supervised and unsupervised machine learning techniques
Experience with ML libraries (e.g.: Scikit-Learn, TensorFlow, PyTorch, etc.), big data tools (e.g.: Spark, Hadoop, etc.), and orchestration tools (ML Flow)
Problem-solving skills and creative thinking to address open challenges
Theoretical background and experience in data analytics, data mining, machine learning, statistics and probability theory
Knowledge of SQL and databases
Familiar with agile software development and knowledge of professional software development practices, tools for source control and project management especially Git, JIRA and Confluence
Experience working with cloud (AWS, DataRobot preferable)
Big data ecosystems, common ETL processes, and experience with the Azure tool stack will be an asset
Teamwork spirit
Experience working with network / telecom data
Good knowledge of English language
benefits :
sharing the costs of sports activities
private medical care
sharing the costs of professional training & courses
life insurance
remote work opportunities
flexible working time
corporate products and services at discounted prices
