Systems and methods for interest-driven data visualization systems in accordance with embodiments of the invention are illustrated. In one embodiment, an interest-driven data visualization system includes a processor and a memory configured to store an interest-driven data visualization application, wherein the interest-driven data visualization application configures the processor to define reporting data requirements, generate data retrieval job data based on the at least one piece of reporting data metadata and the data description metadata, transmit the data retrieval job data to an interest-driven business intelligence server system, receive aggregate data from the interest-driven business intelligence server system, create at least one piece of reporting data using the received aggregate data, the data description metadata, and the reporting data metadata, generate a report using the at least one piece of reporting data, the reporting data requirements, and the visualization metadata, and generate visualization image data based on the generated report.