A method of manufacturing a semiconductor device, which comprises the steps of forming an intermediate layer on an insulating layer, forming a groove in the intermediate layer and the insulating layer, forming a first barrier layer on the intermediate layer, depositing a wiring layer on the first barrier layer to thereby fill the groove with the wiring layer, performing a flattening treatment of the wiring layer, removing a surface portion of the wiring to thereby permit the surface of the wiring to be recessed lower than a surface of the insulating layer, thus forming a recessed portion, forming a second barrier layer on the intermediate layer and on an inner wall of the recessed portion, performing a flattening treatment of the second barrier layer, thereby, and selectively removing the intermediate layer, exposing the insulating layer.