A Reporting Data Analyst collects, cleans, analyzes, and interprets data to create reports, dashboards, and visualizations that help organizations make informed business decisions. Key responsibilities include gathering data from various sources, using SQL and BI tools for analysis and reporting, identifying trends and patterns, and communicating findings to stakeholders to improve operational efficiency and strategy.