A method of manufacturing a semiconductor device is provided. The method includes providing a substrate having a protruding channel region, forming a gate insulation layer surrounding the protruding channel region, forming a sacrificial layer having an etch selectivity varying in a thickness direction of the sacrificial layer, on the gate insulation layer, and performing a gate-last process to form a gate electrode on the gate insulation layer in place of the sacrificial layer.