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Skills-OVATE: Skills Online Vacancy Analysis Tool for Europe


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.

Data visualisation is powered by Tableau public. By using the tool you agree with the general policies of Tableau.

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Regions and sectors

This dashboard shows OJAs in sectors across European regions. The map demand by sector in different regions. It displays the share of OJAs in sectors of the total of the number of OJAs posted in regions.

Dashboard controls: You can select a country or a set of countries using the drop-down menu. You can select more than one sector in the chart 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 sectors