A semiconductor device is disclosed. The semiconductor device comprises a substrate, a gate structure disposed on the substrate, a spacer disposed on the substrate and covering a sidewall of the gate structure, an air gap sandwiched between the spacer and the substrate, and a source/drain region disposed in the substrate and having a faceted surface exposed from the substrate, wherein the faceted surface borders the substrate on a boundary between the air gap and the substrate.