Data doesn’t sit in one database, file system, data lake, or repository. To service many business needs, data must be integrated from a system of record with other data sources and then used for analytics, customer-facing applications, or internal workflows.
Technologists working with or responsible for data technologies should be well versed on the types of tools available for the various data-integration needs. Here, I survey seven major types of tools.