Provided are a semiconductor device having a gate and a method of forming the same. The method includes forming a gate dielectric, forming a first conductive material layer on the gate dielectric, forming a source material layer on the first conductive material layer, and diffusing a first element included in the source material layer into the first conductive material layer by performing a thermal treatment process to form a doped material layer.