A data architect provides clear specifications, models, and definitions, translating a business’ data strategy into a data architecture and implementing this structure to align with an organization’s data governance. An architect is one who designs and advises on the construction of something. Data architects take an organization’s raw data and data assets and build a solution leveraging this material.
Data architects must be able to:
- Understand and translate the organization’s overall data strategy into a plan
- Understand and oversee technical development and processes, including hardware and software, to implement the data strategy, usually with the help of IT
- Use data modeling and data analytics skills to understand and leverage relationships among data elements
- Work with departments across the organization to establish and reinforce good data architecture–related practices and policies
- Put data into a business context
- Communicate clearly and consistently about the data architecture across a business, so that all workers know how to use it effectively
Other Definitions of Data Architects Include:
- People “responsible for the detailed design and development of a data resource.” (Michael Brackett)
- People who “determine what to do with data and how best to organize it so that it adds value instead of weighing down the processes.” (Forbes)
- People who “create blueprints for data management systems” and “design a plan to integrate, centralize, protect, and maintain a company’s data sources.” (Master’s in Data Science)
- People who “translate business requirements into technology requirements.” (CIO)
Businesses Use Data Architects to:
- Create a proper foundation for which to base data initiatives.
- Detect any root issues before major time and money is wasted.
- Organize data for effective machine learning and artificial intelligence.
- Resolve disparate data resources so that the business can leverage its data
assets.
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Data Architecture Intensive
Learn how to design, assess, and evolve your architecture to meet current and future demands – April 29-30, 2026.
