A semiconductor device reduces parasitic capacitance between a metal-oxide-metal (MOM)/metal-insulator-metal (MIM) capacitors and a semiconductor substrate. The semiconductor device includes the semiconductor substrate (e.g., a silicon substrate, a III-V compound semiconductor substrate, or a silicon on insulator (SOI) substrate), a magnetic material layer, and a capacitor. The magnetic material layer is between the semiconductor substrate and the capacitor.