A method of manufacturing a semiconductor device including at least one of the following steps: (1) Forming a plurality of lower electrodes over a substrate. (2) Forming a first stop film over the lower electrodes. (3) Forming a filling layer over the first stop film. (4) Forming a second stop film over the filling layer. (5) Forming a first interlayer insulating layer over the second stop film. (6) Forming a plurality of upper electrodes over the first interlayer insulating layer. (7) Forming a second interlayer insulating layer over the upper electrodes. (8) Etching the second interlayer insulating layer and the first interlayer insulating layer to form a cavity. (9) Forming a contact ball in the cavity.