You develop ideas for new data-driven products and translate business questions into analytical concepts. You clearly explain results and limitations to various stakeholders. You explore and evaluate new data sources and develop ideas for their business use and integration. You design analytical methods and models and implement them using Python, SQL, and, for large datasets, preferably PySpark. You analyze, link, and interpret