Rainville () is a commune in the Vosges department in Grand Est in northeastern France.
Inhabitants are called Rainvillois.
On its south side the commune is bordered by the , a small river that feeds into the Vair. On the western side it is bordered by the A31 autoroute: however, there is no direct road access to the autoroute from the village.