A method of manufacturing a semiconductor device employs a PEALD method including using an organometallic Ta precursor to form a TaN thin film. As a result, a conformal TaN diffusion barrier may be formed at a temperature of 250° C. or higher, so that impurities are reduced and density is increased in the TaN thin film.