A semiconductor device may include interlayer insulating patterns and local word lines which are alternately stacked to form a stepped structure, and a first insulating layer formed on a surface of the stepped structure. The semiconductor device may also include a word line selection gate formed along a surface of the first insulating layer, and active patterns passing through the word line selection gate and the first insulating layer, and connected to the local word lines, respectively.