A semiconductor device includes a substrate, a gate structure disposed on the substrate and which includes a gate insulating layer and a gate electrode layer, a first nitride layer disposed on the substrate and the gate structure and which includes silicon, and a second nitride layer that is disposed on the first nitride layer and has an atomic percentage of silicon less than that of the first nitride layer.