Live data

This section leverages live data to show timely trends about where, how and at what rate AI is being developed and used and in which sectors.

AI newsAI demographicsAI researchInvestments in AI and dataAI jobs and skillsAI software developmentAI search trendsAI educationAI knowledge flowsAI models and datasetsAI tweets
These visualisations leverage data from LinkedIn and Adzuna to show trends in the demand and supply of AI talent across countries and sectors over time. These data provide valuable insights into the countries and industries at the forefront of AI adoption and the skills in the highest demand. Data covers AI talent migration trends, which can inform industrial, labour market and education policies.
  • Labour supply
    • Skills migration
    • Skills penetration
    • Talent concentration
    • Hiring
    • Gender participation
    • Career transitions
    • Top skills

AI hiring over time

NOTE: It is important to highlight that data sources and methodologies may differ from those used in OECD research, and therefore results may vary. As such, this section includes full and transparent methodological information. Because methods for measuring AI are still evolving, there remain definitional and other issues that can influence empirical results. Efforts to develop clear definitions, taxonomies and classifications are underway, as are efforts to compile accurate and comparable indicators. Given the current evolving situation, showing trends in a timely manner based on transparent methodologies by partner institutions can be of value to policy makers.