Sponsored Topics. Sandia is a census-designated place (CDP) in Jim Wells County, Texas, United States. The population was 431 at the 2000 census. Sandia was in the Casa Blanca land grant, issued to Juan José de la Garza Montemayor by Spain on April 2, 1807. The Montemayor family occupied the land until 1852.