A semiconductor device includes an inter-metal dielectric layer, a first conductive line, and a first ferroelectric random access memory (FRAM) structure. The first conductive line is embedded in the inter-metal dielectric layer and extends along a first direction. The first FRAM structure is over inter-metal dielectric layer and includes a bottom electrode layer, a ferroelectric layer, and a top electrode layer. The bottom electrode layer is over the first conductive line and has an U-shaped when viewed in a cross section taken along a second direction substantially perpendicular to the first direction. The ferroelectric layer is conformally formed on the bottom electrode. The top electrode layer is over the ferroelectric layer.