They have a solid understanding of the organization’s data infrastructure and how different systems interact. Data architecture: Data architects know the best practices on data architecture for enterprise data warehouse development. They understand the advantages and drawbacks of each and how they can be set up effectively and securely across different operating systems (Linux, Windows) and environments (development and production). Databases and operating systems: Data architects are experienced in the various SQL and NoSQL databases.They can produce relevant data models and design the organization’s data flow. Data modeling, integration, design, and data management: Data architects understand the concepts, principles, and implementation of data modeling, design, and data management.Some of the skills data architects have include: Typically, data architects start in other data roles, such as data scientist, data analyst, or data engineer, and work their way up to becoming data architects after years of experience with data modeling, data design, and data management.
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