choose a skill cluster

in-demand skills overview.

need to know


The data shown here (and in the charts that follow below) represents information from millions of talent profiles, CVs and job advertisements across 24 markets. This chart provides a combined view of data from more than 10 million job postings and 136 million CVs, aligning with the top white-collar in-demand skill clusters.

The interactive visualization here represents the job vacancy rate (x-axis) and demand (y-axis) of skills. Use the blue navigation at the top of the chart to select a specific skill cluster, then hover over each market to see details on talent supply. You can explore supply and demand data by market, with the ability to see how different factors — such as experience level and gender — impact hiring complexity.

learned skills overview.

need to know


The interactive visualization here represents the job vacancy rate (x-axis) and demand (y-axis) of specific learned sub-skills for each white-collar skill cluster. Use the blue navigation at the top of the chart to select a specific skill cluster, then hover over individual skills to see details on talent supply. You can filter the data by geographic market using the drop-down option at the top right corner of the chart, and explore how gender impacts hiring complexity by selecting “female JVR” on the right side of the chart.

inherent skills overview.

need to know


The interactive visualization here represents the job vacancy rate (x-axis) and demand (y-axis) of common inherent skills that are needed for this year’s white-collar in-demand skill clusters. Use the blue navigation on the left side of the chart to select a specific inherent skill, then hover over individual markets to see details on talent supply.

get the global in-demand skills research highlights.

executive summary

about the in-demand skills research.

our methodology

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