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European Centre for the Development of Vocational Training

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  • Home
  • Themes
    • Skills and labour market
      • Skills and changing societies
      • Skills and changing workplaces
      • Skills policies and practices
      • Skills intelligence
    • VET knowledge centre
      • VET for youth - Teachers and trainers
      • Apprenticeships
      • VET for adults
      • VET support policies - financing, guidance, validation
    • Delivering VET and qualifications
      • Qualifications and credentials
      • Future trends in the content and provision of VET
      • Learning outcomes
      • VET and qualifications across borders
  • Publications and reports
    • Publications
    • Country-specific reports
  • Online tools
    • Cedefop European database on apprenticeship schemes
    • European database on validation of non-formal and informal learning
    • European skills index
    • Financing adult learning database
    • Financing apprenticeships database
    • Key indicators on VET
    • Matching skills
    • Mobility scoreboard database
    • National Qualifications frameworks (NQFs) online tool
    • Opinion survey on VET
    • Resources for guidance
    • Skills forecast
    • Skills intelligence
    • Skills-OVATE
    • VET in Europe database
    • VET toolkit for empowering NEETs
    • VET toolkit for tackling early leaving
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  • Digitalisation, AI and the future of work

Digitalisation, AI and the future of work

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Publications

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    Publication
    July 2021
    Skill development in the platform economy
    Comparing microwork and online freelancing
    Research papers
    Europe
    Available languages
    EN
  • Image
    Publication
    April 2021
    Understanding technological change and skill needs: skills surveys and skills forecasting
    Cedefop practical guide 1
    Information series
    Europe
    Available languages
    EN
  • Image
    Publication
    April 2021
    Understanding technological change and skill needs: big data and artificial intelligence methods
    Cedefop practical guide 2
    Information series
    Europe
    Available languages
    EN
  • Image
    Publication
    April 2021
    Understanding technological change and skill needs: technology and skills foresight
    Cedefop practical guide 3
    Information series
    Europe
    Available languages
    EN
  • Image
    Publication
    September 2020
    Developing and matching skills in the online platform economy
    Findings on new forms of digital work and learning from Cedefop’s CrowdLearn study
    Reference series
    Europe
    Available languages
    EN
  • Image
    Publication
    July 2020
    Assessing the employment impact of technological change and automation: the role of employers’ practices
    Research papers
    Europe
    Available languages
    EN
  • Image
    Publication
    May 2020
    EU jobs at highest risk of Covid-19 social distancing
    Is the pandemic exacerbating the labour market divide?
    Working papers
    Available languages
    EN
  • Image
    Publication
    June 2019
    Briefing note - Artificial or human intelligence?
    Briefing notes
    Europe
    Available languages
    DE EL EN ES FR IT PL PT RO
  • Image
    Publication
    January 2018
    Insights into skill shortages and skill mismatch
    Learning from Cedefop’s European skills and jobs survey
    Reference series
    Europe
    Available languages
    EN
  • Image
    Publication
    March 2018
    Skill needs anticipation: systems and approaches
    Analysis of stakeholder survey on skill needs assessment and anticipation
    Other
    Available languages
    EN
  • Image
    Publication
    July 2017
    Briefing note - People, machines, robots and skills
    Briefing notes
    Europe
    Available languages
    DE EL EN ES ET FR IT PL PT
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    Publication
    October 2017
    Briefing note - Skills anticipation: looking to the future
    Briefing notes
    Europe
    Available languages
    DE EL EN ES ET FR IT PL PT

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