Semiconductor device having cap layer

A semiconductor device includes a semiconductive substrate, a semiconductive fin, an isolation structure, a source/drain epitaxial structure, a first cap layer, and a second cap layer. The semiconductive fin protrudes from the semiconductive substrate. The isolation structure is over the semiconductive substrate and laterally surrounds the semiconductive fin. The source/drain epitaxial structure is over the semiconductive fin. The source/drain epitaxial structure has a rounded corner extending laterally and a top above the rounded corner. The first cap layer extends from the rounded corner of the source/drain epitaxial structure to the top of the source/drain epitaxial structure. The second cap layer covers the rounded corner and a bottom of the source/drain epitaxial structure. The first and second cap layers are made of different materials.