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The Data Analysis and Management team at SPIE is responsible for collecting, analyzing, and managing data to enhance decision-making and improve customer experiences. This team ensures data governance and integrity while developing insights that drive educational programs and support the Society's mission of advancing optics and photonics. They collaborate on data-driven initiatives and maintain data systems that support SPIE's overall operational effectiveness and strategic goals.