Important: Please note!

Please note that Cedefop's skills intelligence based on OJAs is being continuously improved. Posted by millions of employers on thousands of websites, with no standard structure or format, the data undergo extensive cleaning and processing. Sound analysis and contextualisation helps avoid interpretation errors and biases. You are advised to use Skills-OVATE as a complement to other sources, such as skills or household surveys. Please read Cedefop’s publications to learn about OJA based skills intelligence and challenges related to the use of big data to inform skills policies.

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This dashboard presents trends in digitalness and digiial pervasiveness (see (i) for definititions) over time and within selected sectors (NACE 1 digit) for a selected year/quarter. The word cloud displays the top 30 digital skills for selected sectors, defined by ESCO v 1.1.1 and augmented by Cedefop.

Dashboard controls: It is possible to filter by country, quarter, or sector. Categories in the panel representing the digitalness and digital pervasiveness in sectors can be sorted by sector, digitalness or digital pervasiveness. To undo your selection, click on the selected items again. To undo the entire selection, refresh the window

Digitalness and digital pervasiveness by sector