Individuals in charge of data management are typically IT professionals with data center and cloud expertise. They understand how to consolidate, protect, find, restore, and prepare various data sources — including databases, virtual machines, files and objects, SaaS applications, and more — for a variety of use cases such as data science, analytics, app development and testing, and machine learning.