Before data can be analysed and have meaning taken from it, effective systems and processes need to be in place that enable data to be harvested.

This is the job of data engineers and architects. Data engineers and architects have a hands-on role designing, building and maintaining functional systems. The following skills were identified as a gap during our employer research, therefore have been highlighted here as opportunities that can enable workforce development.