Twin transition skills dashboard

This dashboard displays the evolution of skills demand in the EU member states.

Publishing date
10 January 2024
A laptop displaying a dashboard

First published: 9 January 2024


Bruegel’s Twin Transition dashboard displays the evolution of skills demand in EU member countries. Using online job vacancy data developed by Lightcast, a leading global company on labour market analytics, the dashboard provides information on the developments and composition of AI and Green skills demand. 

Insights into the evolving landscape of employment opportunities for jobs in the field of AI and sustainability are explored to help uncover the labour market demand for AI and green jobs across Europe.

The dashboard also contains a snapshot of educational prerequisites, skills on the rise and growth patterns, mirroring the format of ourprevious dashboard elements. In particular, the dashboard focuses on the specifics of AI roles, from ChatGPT to natural language processing, and delves into green jobs such within the fields of sustainable energy, conservation, and waste management.

You can filter the data when using the dashboard find relevant information for various years and the raw data is available to download. To download the explanatory note which explains the data sources employed in the dashboard, click the download button in the header of this webpage.

This dashboard is part of the Future of Work and Inclusive Growth in Europe project at Bruegel, which aims to develop multiple dashboards on labour market topics. It has been produced with the financial support of the Mastercard Center for Inclusive Growth.

To access the dashboard on the external website, please click here.

About the authors

  • Giulia Gotti

    Giulia works at Bruegel as a Research analyst. She obtained a MSc in Policy Economics at the Erasmus University in Rotterdam and a BSc in Economics at the University of Bologna.

    Before joining Bruegel, Giulia did a traineeship at the European Central Bank in the Fiscal Policies division where she worked in the Debt Sustainability Analysis team. Prior to that, she pursued a Schuman traineeship at the European Parliament in the Economic Governance Unit in DG IPOL. 

    Giulia is an Italian native speaker. She is fluent in English and has a working knowledge of Spanish.

  • Duygu Güner

    Duygu joined Bruegel in June 2022 as part of the Future of Work and Inclusive Growth team.

    She is an applied economist, and her research mainly focuses on structural labour markets issues such as barriers to labour force participation, gender gaps, informality, skill shortages and unemployment.

    Before joining Bruegel, she has been actively involved in research for more than 10 years in a diverse setting. She participated in multiple projects for various institutions including JRC-Seville, the World Bank, the International Labour Organization, and the Ministry of Labour and Social Security of Turkey.

    She holds an MA in Economics and a BSc in Management Engineering from Istanbul Technical University (Turkey). Currently, she is finalising a PhD in Economics at KU Leuven.

  • Fabian Stephany

    Fabian Stephany is a Non-Resident Fellow at Bruegel and a member of the Future of Work and Inclusive Growth project which analyses the impact of technology on the nature, quantity and quality of work, welfare systems and inclusive growth. He is a Departmental Research Lecturer in AI & Work at the Oxford Internet Institute (OII), University of Oxford, and a Research Affiliate at the Humboldt Institute for Internet and Society in Berlin.

    With the Skill Scale Project, Fabian investigates how we can create sustainable jobs via data-driven reskilling in times of technological disruption. He is a co-creator of the Online Labour Observatory – a digital data hub, hosted by the OII and the International Labour Organisation (ILO), for researchers, policy makers, journalists, and the public interested in online platform work.

    Fabian holds a PhD and degrees in Economics and Social Sciences from different European institutions, including Universitá Bocconi Milan and University of Cambridge. As an Economist and Senior Data Scientist, Fabian has been facilitating Digital Policy Entrepreneurship with partners in the international policy landscape, such as the United Nations Development Programme, the World Bank, the ILO, or the OECD in Paris.

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