A semiconductor device includes a gate structure disposed on a substrate; a source and drain layer disposed on the substrate adjacent the gate structure; a first contact plug disposed on the source and drain layer, an insulation pattern structure disposed on the first contact plug, the insulation pattern structure including insulation patterns having different carbon concentrations; and a second contact plug disposed on the gate structure.