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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.

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Countries and occupations

This dashboard provides information on the occupations (on ISCO 1 and 2-digit level) demanded in OJAs in the last 4 quarters.

Dashboard controls: You can use the map to select one or more countries (you can select more than one country by holding the CTRL-key). In the same way, you can also select occupations. To undo your selection, click again on a country and/or highlighted occupation(s). To undo the entire selection, refresh the window.

Countries and occupations