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, without standard structure or format, the data undergo extensive cleaning and processing. Sound analysis and contextualisation helps avoid interpretation errors and biases. It is 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 use of big data to inform skills policies.

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This dashboard shows which skills are most demanded in (a) selected region(s). The information can be presented at 3 levels of the skills classification.

Dashboard controls: You can select a country and the skills classification (ESCO or O*NET) from the drop-down menus. You can select more than one region and/or skill group by holding the CTRL-key. To undo your selection, click on the selected items again. To undo the entire selection, refresh the window.

Regions and skills