Berlin for example has a large number of voluntary fire brigades in addition to the professional fire brigades. They’re alerted in cases where manpower from the professional brigade is insufficient and/or tied up in other incidents.

However, even voluntarily fire brigades usually use beepers instead of sirens nowadays.