Framework: Themes
Each skill or competency in the framework has been categorised according to its broad theme within the data ecosystem
Core skills
For those looking to develop their awareness and understanding of data and how it’s used – which technical skills can build on.
Data management skills
For those involved in managing data, including legal requirements, ethics and rights.
Data engineering skills
For those involved with the design, development and maintenance of data systems.
Analysis skills
For those involved with interpreting, manipulating and driving meaning from data – skills at the heart of data science.
Data leadership skills
For those with a leadership role – helping to improve understanding and drive value from data.
Creative & business skills
For those looking to add communication, service design, and project management to existing technical knowledge.