In order to improve the step coverage of the diffusion barrier layer at the contact hole having a high aspect ratio, a refractory metal such as Ti or a refractory metal compound such as TiN, is deposited via a sputtering method so as to have a vertical incident angle against the semiconductor substrate, in the same manner as in Embodiment 2.