![]() ![]() ![]() Enterprise data architect: These data architects oversee an organization’s overall data architecture, defining data architecture strategy and designing and implementing architectures.Data architect Armando Vázquez identifies eight common types of data architects: What are different types of data architect?ĭata architecture is a complex and varied field and different organizations and industries have unique needs when it comes to their data architects. Collaborating and coordinating with multiple departments, stakeholders, partners, and external vendors.Defining data flows, i.e., which parts of the organization generate data, which require data to function, how data flows are managed, and how data changes in transition.Defining reference architecture, which is a pattern others can follow to create and improve data systems.Defining the data architecture framework, standards, and principles, including modeling, metadata, security, reference data such as product codes and client categories, and master data such as clients, vendors, materials, and employees.Translating business requirements into technical specifications, including data streams, integrations, transformations, databases, and data warehouses. ![]() Data architect responsibilitiesĪccording to Panoply, typical data architect responsibilities include: They often report to data infrastructure and data science leads. The data architect also “provides a standard common business vocabulary, expresses strategic requirements, outlines high-level integrated designs to meet those requirements, and aligns with enterprise strategy and related business architecture,” according to DAMA International’s Data Management Body of Knowledge.ĭata architects are frequently part of a data science team and tasked with leading data system projects. This framework describes the processes used to plan, specify, enable, create, acquire, maintain, use, archive, retrieve, control, and purge data. The data architect is responsible for visualizing and designing an organization’s enterprise data management framework. Data architects are senior visionaries who translate business requirements into technology requirements and define data standards and principles, often in support of data or digital transformations. ![]()
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