This study explores the integration of migrants in education and the labour market from the perspectives of professionals working with young migrants in Swedish rural municipalities. It compares interview data referring to the situation during the refugee crisis in 2015 with data referring to the period 2019–2022. It addresses the organisation of teaching, how professionals talked about integration in relation to the local labour market and how integration-related practices and discourses developed from 2015 to 2022. The findings indicate a major change over time in the educational integration strategies and practices. Migrant children were mainly taught in separate preparatory classes in 2015, but by 2019–2022 there was a general aim to integrate them rapidly in regular classes. In terms of labour market integration there was also a discursive change. In 2015 the main hope was that the migrants’ reception would create short- and long-term jobs for the local population and contribute to the survival of local services and life. In contrast, in 2019–2022 the main expressed hope was that migrants would stay permanently and contribute productively to their new societies’ labour forces.