Purpose - Following a task-based framework, this paper investigatesthe impact of technology on occupational employment in Egypt (1998-2018) by examining the employment implications of the Routine-biased Technological Change (RBTC) hypothesis. Design/methodology/approach - The study estimates...

Mit 64,3 Prozent arbeiten knapp zwei Drittel aller qualifizierten sozialversicherungspflichtig Beschäftigten in Deutschland in kleinen oder mittleren Unternehmen (KMU). Diese umfassen 99,3 Prozent aller Unternehmen und sind somit prägend für den Standort Deutschland. Eine neue Auswertung der...

New digital and artificial intelligence technologies are fast reshaping skill requirements in the EU labour market, fostering skill mismatches. There are marked concerns about the potentially adverse consequences of automation and AI on employment, as well as the lagging competitiveness of EU...

The German labor market has undergone profound changes over the last decades. For a long time, the debate on structural change focused on the shift from manufacturing industries to services. This Weekly Report highlights that labor market changes are attributable to three developments: In...

We study the micro sources and macro consequences of worker–job matching across countries with large income differences. Using internationally comparable data on over 120,000 individuals in 30 countries, we document that workers' skills align more closely with their jobs' skill requirements in...

The H-1B program allows firms in the United States to temporarily hire foreign workers in specialty occupations. Demand outstrips supply, and the government allocates status through a random lottery. In September 2025, The United States Department of Homeland Security (DHS) proposed a new...

We evaluate the influence on the skill premium of the task content of jobs by exploiting the text data from online job ads covering 2009-2018 (over 189,000 ads) published by one of the leading Chilean online job portals (www.trabajando.com). Our analysis tests the expected complementarity...

Fachkräfte sind knapp - das spüren Unternehmen bei der Personalgewinnung deutlich. Einer repräsentativen Befragung des KOFA zufolge erleben 14,7 Prozent der befragten Unternehmen, dass Bewerberinnen und Bewerber einen Arbeitsvertrag unterschreiben, anschließend aber die Stelle nicht...

How does firms' skill demand change as the business landscape evolves? We present evidence from the green transition by analyzing how hurricanes impact demand for green skills. These disasters signal the risks of not acting on environmental issues. Using data from U.S. online job postings...

Skill shortages are a type of skill mismatch whereby employers are unable to fill existing vacancies due to a lack of suitably qualified and/or skilled candidates. Despite representing a significant concern for policy makers, both at national and EU level, the literature on skill shortages is...

The number of Indian migrants in Germany has risen sharply in recent years. In particular, they are helping alleviate the shortage of skilled workers in STEM professions. For Germany, India is the most important country of origin for labour and education migration. Currently, the profile of...

Digital skills are increasingly vital for enhancing employability, as they equip individuals to meet the evolving demands of the modern workforce. Therefore, this paper examines the impact of digital skills on employability, focusing on the influence of both basic and above-basic levels of...

Artificial intelligence (AI) is the next general-purpose technology reshaping labour markets, jobs and skills. A lack of representative data makes it difficult to map AI use and its impact on jobs. This policy brief presents the first results of Cedefop's 2024 AI skills survey. The survey shows...

Cedefop's Labour and Skills Shortage Index (LSSI) aims to provide a standardised measure of occupational shortages that can inform decision-making regarding workforce and learning needs in the European Union.

This publication, the fourth in a series of practical Cedefop skills anticipation guides, was developed in collaboration with UNESCO-UNEVOC. It focuses on skills intelligence and VET for the green transition. The guide highlights the value of sound skills intelligence and smart governance in...

The world is undergoing a period of profound change, driven by rapid technological change and digitalisation, climate change, globalisation and demographic shifts. These forces are reshaping economies and labour markets globally, albeit at different speeds. This transformation brings...

The world is undergoing a period of profound change, driven by rapid technological change and digitalisation, climate change, globalisation and demographic shifts. These forces are reshaping economies and labour markets globally, albeit at different speeds. This transformation brings...

Der Bericht beleuchtet die Bedeutung der Anerkennung ausländischer Berufsqualifikationen für die Fachkräftesicherung aus Sicht von Unternehmen in Deutschland. Die Anerkennung fördert die nachhaltige und qualifikationsgerechte Integration von Fachkräften in den Arbeitsmarkt, verbessert deren...

This policy brief draws on the findings of Tverdostup et al. (2025) to examine Austrian firms' responses to labour shortages through automation and migration. Like many European nations, Austria has been grappling with labour shortages over the past decade. These shortages have been influenced...

Digitalisation in the public sector presents both opportunities and challenges, impacting working conditions, work organisation and social dialogue, yet research on its effects remains limited, especially in Germany. In particular, the role of digitalisation in shaping work dynamics, workload...

Governments across the globe are implementing stricter environmental policies to combat climate change and promote sustainability. This study contributes to the growing literature exploring the influence of environmental policy on skill-biased employment across various occupations. Specifically,...

Skill requirements in a job post reflect an employer’s “wish list,” but do they also reflect skills used on the job by the hired worker? We compare skill measures derived from the text of online job posts with individual-level data from the Danish Labour Force Survey (LFS) in which...