This dashboard supports interactive visualisation of data on labour market demand in four countries: Egypt, Kenya, Morocco and Tunisia. Main variables: occupations, skills, sector, educational level. Data source: vast databases of online job vacancies. Data processing and analysis based on new data science techniques and AI. Used classifications and taxonomies: ISCO, ESCO, ISCED 2011, NACE, O*Net. The Methodology Handbook is accessible for detailed information on the data flow and analysis. Use the top menu to navigate the dashboard.