In an economy, there is alway work to do since we live in a world of scarcity. So eventually, the economy should pick up in employment after reallocating resources.
However, if a market persists in unemployment rate long after a recession than there are forces preventing pricing changes and the reallocation of resources. Such forces are often government regulation or bailout, maybe perhaps stubborn unions or cartels.