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 demand for occupations (ISCO 2-digit) across sectors and countries.  The map indicates demand for sector/occupation combinations in different countries. It shows the share of OJAs of a selected occupation of the total number of OJAs posted in a given country.

Dashboard controls: Sectors and 2-digit ISCO occupations can be selected to display demand across countries (you can select more than one item by holding the CTRL-key). To undo your selection, click on the selected items again. To undo the entire selection, refresh the window.

Sectors and occupations