The dataset combines several OJA-based indicators associated with recruitment difficulties, including increases in labour demand, changes in the demand for digital skills, the duration that job advertising remains online, the increase in the share of OJAs posted in a non-native language and an increase in the ratio of OJAs-to-employment for a given occupation.