A method of producing a semiconductor device including a MOS transistor, includes the steps of forming, on a top surface of at least one of semiconductor pillars, an epitaxial layer having a top surface larger in area than the top surface of the at least one of the semiconductor pillars and forming a source region or a drain region so as to be at least partially in the epitaxial layer.