Palermo is a census-designated place in Butte County, California, United States. The population was 5,382 at the 2010 census, down from 5,720 at the 2000 census. According to the United States Census Bureau, the CDP has a total area of 29.2 square miles, of which, 99.95% of it is land and 0.05% is water.