Automation, digitalization and AI have revolutionized the labour market: competencies that did not exist five years ago are now in high demand. While this did not lead to a surge in unemployment - unemployment rates are historically low – it has never been harder to fill vacancies with the current pool of jobseekers. Next to a loss of economic potential, job seekers that do not meet the demanded competencies face the severe risk of long-term unemployment. In this talk, we will present on how we help VDAB to reorient long-term unemployed persons towards the competencies of the future.