The present invention provides a manufacturing method of a semiconductor device having a semiconductor nonvolatile memory element that is highly reliable and that can increase a variation of a threshold voltage. Further, the present invention provides a method for manufacturing a semiconductor device having a highly reliable semiconductor nonvolatile memory element using a large substrate. According to the present invention, sputtering using, as a target, a solid solution containing silicon that exceeds a solid solubility limit is conducted, so that a conductive film including a conductive layer of a metal element that is a main component of the solid solution and silicon particles is formed, and then, the conductive layer of the metal element is removed to expose silicon particles. Furthermore, a semiconductor device having a semiconductor nonvolatile memory element using the silicon particles as a floating gate electrode is manufactured.