Data modeling is essential for Power BI developers because it involves structuring data in a way that supports accurate and efficient analysis. A strong understanding of relationships, fact tables, and dimension tables helps developers design a robust data model that allows for optimal performance and reporting. Power BI developers must create data models that enable seamless interaction between datasets, ensuring users can analyze data from various angles. Without proper data modeling, reports could yield inaccurate or incomplete insights.