The data architect maps the systems and interfaces used to manage data, sets standards for data management, analyzes current state and conceives desired future state, and conceives projects needed to close the gap between current state and future goals. A data architect visualizes, designs, and prepares data in a framework that data scientists, engineers, and analysts can use. Ability to conceive and portray the "big picture": When the data architect initiates, evaluates, and influences projects he or she does so from the perspective of the entire organization.While not necessarily deep in all of these technologies, the data architect hopefully is experienced in one or more, and must understand them sufficiently to guide the organization in understanding and adopting them. Breadth in established and emerging data technologies: In addition to depth in established data management and reporting technologies, the data architect is either experienced or conversant in emerging tools like columnar and NoSQL databases, predictive analytics, data visualization, and unstructured data.In his/her experience this skill extends to SQL development and perhaps database administration. The effective data architect is sound across all phases of data modeling, from conceptualization to database optimization. After assessing a companys potential data sources (internal and external), architects design. Depth in data modeling and database design: This is the core skill of the data architect, and the most requested in data architect job descriptions. Data architects create blueprints for data management systems.The data architect is asked to conceptualize and influence application and interface projects, and therefore must understand what advice to give and where to plug in to steer toward desirable outcomes. Foundation in systems development: the data architect should understand the system development life cycle software project management approaches and requirements, design, and test techniques.Provides a logical data model with elements and business rules needed for the creation of data quality (DQ) rules.īob Lambert describes the necessary skills of a data architect as follows:.Provides a logical data model as a standard for the golden source and for consuming applications to inherit.Organizes data at the micro level, data models, for a new application.It is closely allied with business architecture and is considered to be one of the four domains of enterprise architecture.Īccording to the Data Management Body of Knowledge, the data architect “provides a standard common business vocabulary, expresses strategic data requirements, outlines high level integrated designs to meet these requirements, and aligns with enterprise strategy and related business architecture.”Īccording to the Open Group Architecture Framework (TOGAF), a data architect is expected to set data architecture principles, create models of data that enable the implementation of the intended business architecture, create diagrams showing key data entities, and create an inventory of the data needed to implement the architecture vision. Data architects define how the data will be stored, consumed, integrated and managed by different data entities and IT systems, as well as any applications using or processing that data in some way. ( October 2019)Ī data architect is a practitioner of data architecture, a data management discipline concerned with designing, creating, deploying and managing an organization's data architecture. WikiProject Computer science may be able to help recruit an expert. Integrate new systems with existing warehouse structure and refine system performance and functionality.This article needs attention from an expert in Computer science. Create and optimize data models for warehouse infrastructure and workflow. Model, design, and construct large relational databases or data warehouses. Set standards for database operations, programming, query processes, and security. In the future, please use 15-1243.00 (Database Architects) instead.ĭesign strategies for enterprise databases, data warehouse systems, and multidimensional networks. Data architects design, build, optimize, and maintain data management systems that support the data needs of an organization. The occupation code you requested, 15-1199.06 (Database Architects), is no longer in use.
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