Darlington Township is a township in Beaver County, Pennsylvania, United States. The population was 1,813 at the 2020 census. It is part of the Pittsburgh metropolitan area. Darlington and South Beaver townships are connected by the Watts Mill Bridge over Little Beaver Creek. The bridge is listed on the National Register of Historic Places.