A semiconductor device is provided. The semiconductor device includes a semiconductor substrate, a stacked structure and contact vias. The stacked structure includes a plurality of conductive layers, and two adjacent conductive layers are isolated from each other with at least one dielectric layer. The contact vias have different heights, and partially through the stacked structure. Each of the plurality of contact vias is electrically connected to a corresponding conductive layer.