The global skills and competency framework for the digital world

SFIA View: Data and analytics

Data and analytics

Data management DATM

Developing and implementing plans, policies, and practices that control, protect and optimise the value of data assets.

Data modelling and design DTAN

Developing models and diagrams to represent and communicate data requirements and data assets.

Database design DBDS

Specifying, designing and maintaining mechanisms for storing and accessing data.

Data engineering DENG

Designing, building, operationalising, securing and monitoring data pipelines and data stores.

Database administration DBAD

Installing, configuring, monitoring, maintaining and improving the performance of databases and data stores.

Data science DATS

Applying mathematics, statistics, data mining and predictive modelling techniques to gain insights, predict behaviours and generate value from data.

Machine learning MLNG

Developing systems that learn through experience and by the use of data.

Business intelligence BINT

Developing, producing and delivering regular and one-off management information to provide insights and aid decision-making.

Data visualisation VISL

Facilitating understanding of data by displaying concepts, ideas, and facts using graphical representations.