Regardless, your analytics platform architecture will largely define how your organization interacts with data, as well as how you gain insights from it. Salary ranges can vary widely depending on many important factors, including education, certifications, additional skills, the number of years you have spent in your profession. Others prefer to keep data in a single storage structure such as a data lake, which comes with its own benefits but makes data slightly less accessible and organized. The average Senior Data Architect salary in the United States is 121,090 as of November 29, 2021, but the range typically falls between 105,290 and 136,790. Many companies prefer a more structured approach, using traditional data warehouses or data mart models to keep data more organized and easily sorted for access later. One important use for analytics architecture in your organization is the design and construction of your preferred data storage and access mechanism. Understanding these steps can give you a better idea of your hardware and logistics needs and clue you in on the best tools to use. The fast-rising amount of data your multiple touch points collect means that using a simple spreadsheet is quickly becoming unfeasible.Īnalytics architecture helps you not just store your data but plan the optimal flow for data from capture to analysis. No matter what kind of organization you have, data analytics is becoming a central part of business operations. ER/Studio Enterprise Team Edition is the leading business-driven data architecture solution that combines multi-platform data modeling, business process modeling, and enterprise metadata for organizations of all sizes. When seen as a whole, analytics architecture is a key aspect of business intelligence. On the user side, creating easier processes for access means including tools like natural language processing and ad-hoc analytics capabilities to reduce the need for specialized workers and wasted resources. Structures like data marts, data lakes, and more standard warehouses are all popular foundations for modern analytics architecture.

Data architect