Arnold is a suburb of Annapolis and a census-designated place in Anne Arundel County, Maryland, United States. The population was 23,106 at the 2010 census. Neighborhoods straddle College Parkway and Maryland Route 2. Arnold is located on the scenic Broadneck peninsula. The ZIP code is 21012.