A data architecture describes how data is managed, from collection to transformation, distribution and consumption—setting the blueprint for how data flows through data storage systems.

Jun 19, 2024 · Data architecture refers to the arrangement of how data passes through its sources to storage for processing, distribution, and visualization by users. It is the framework that regulates how …

Modern data architecture presents a cohesive system that makes data accessible and usable while ensuring data security and quality. It defines policies, data models, processes, and technologies that …

Nov 2, 2023 · Data Architecture describes the infrastructure that connects a Business Strategy and Data Strategy with technical execution. Ideally, Data Architecture happens within a systematic framework, …

Apr 5, 2025 · Every data engineer should understand data architecture, as they often play a role in key design decisions based on their team’s size and structure. In startups or greenfield projects, …

Essential to realizing the target state, data architecture describes how data is processed, stored, and used in an information system. It provides criteria for data processing operations to make it possible …

Oct 20, 2025 · What is a data architecture? A data architecture describes how data is managed—from collection and transformation through distribution and consumption—setting the blueprint for how it …

Oct 14, 2025 · What is a data architect? Data architects are IT professionals who leverage their computer science and design skills to review and analyze the data infrastructure of an organization, …

Sep 12, 2024 · A data architect considers all data sources related to business operations and designs an outline to centralize, integrate, and maintain data within the company's data structure.

Jun 7, 2024 · What is Data Architecture? Data architecture refers to the structured framework that outlines how data is collected, stored, managed, and used within an organization.