Remove Business Intelligence Remove Citizen Data Scientist Remove Data Pipeline
article thumbnail

The Modern Data Stack Explained: What The Future Holds

Alation

A typical modern data stack consists of the following: A data warehouse. Data ingestion/integration services. Data orchestration tools. Business intelligence (BI) platforms. These tools are used to manage big data, which is defined as data that is too large or complex to be processed by traditional means.

article thumbnail

Data science

Dataconomy

Roles of data professionals Various professionals contribute to the data science ecosystem. Data scientists are the primary practitioners, employing methodologies to extract insights from complex datasets. Roles within a data science team Data engineer: Responsible for building and managing data pipelines.