A semiconductor device has an isolation layer pattern, a plurality of gate structures, and a first insulation layer pattern. The isolation layer pattern is formed on a substrate and has a recess thereon. The gate structures are spaced apart from each other on the substrate and the isolation layer pattern. The first insulation layer pattern is formed on the substrate and covers the gate structures and an inner wall of the recess. The first insulation layer pattern has a first air gap therein.