1. A semiconductor device, comprising: a step-type recess pattern formed in a substrate; a gate electrode buried in the recess pattern and having a gap disposed between the gate electrode and upper sidewalls of the recess pattern; an insulation layer filling the gap; and a source and drain region formed in a portion of the substrate at two sides of the recess pattern.