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 shows demand for occupations (ISCO 2-digit) across sectors and countries.  The map presents demand for sector/occupation combinations in different countries. It shows the share of OJAs for 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 (for more than one item by hold down the CTRL key). To undo your selection, click on the selected items again. To undo the entire selection, refresh the window.

Sectors and occupations