There are various data management roles: information architect, database designer, data owner, data steward, database administrator, computer scientist, and data scientist Data governance is a set of clear roles, policies, and responsibilities that enables the enterprise to manage and safeguard data quality

To make a decision, data should be formatted and converted to information. Metadata are data about data and are stored in catalogs.

data — information and facts that are stored digitally by a computer. data management — study of managing data effectively. data steward — person who ensures that the enterprise's actual business data and the metadata are accurate, accessible, secure, and safe. information architect — (also, data architect or information analyst ) a person responsible for designing the conceptual data model (blueprints) to bridge the gap between the business processes and the….