Using detailed data on skill requirements in online vacancies, we estimate the demand for AI specialists across occupations, sectors, and firms. We document a dramatic increase in the demand for AI skills over 2010-2019 in the U.S. economy across most industries and occupations. The demand is...

We develop novel measures of early-career skills that are more detailed, comprehensive, and labor-market-relevant than existing skill proxies. We exploit that skill requirements of apprenticeships in Germany are codified in state-approved, nationally standardized apprenticeship plans. These...

The paper analyses the problem of a "skills shortage" in Australia. It begins with an analysis of the operation of a labour market in terms of stocks and flows of labour services and human capital acquisition. It discusses the definition of a skills shortage, why it persists, and then looks at...

Following the COVID-19 pandemic crisis, the emphasis on digitization and robotization has grown at an unprecedented rate in the global economy, resulting in significant changes to the labour market composition and increasing the value of digital skills. The aim of this article is to emphasize...

The paper analyses the problem of a "skills shortage" in Australia. It begins with an analysis of the operation of a labour market in terms of stocks and flows of labour services and human capital acquisition. It discusses the definition of a skills shortage, why it persists, and then looks at...

Do higher skills help mitigate the negative impact of economic crises? We study the effect of two major economic setbacks–the Global Financial Crisis (GFC) in 2007-09 and the COVID-19 lockdown in 2020–on wage progression for New Zealanders with different skill levels. For our analysis, we...

"German and European immigration policies have only recently begun to cope with the inevitable: growing labor demand in the face of high unemployment and a shrinking labor force due to demographic change. Despite the implementation of Germany's first immigration act and several European...