Arlington, AlabamaArlington, originally known as Dumas Store, is an unincorporated community in Wilcox County, Alabama, United States.GeographyArlington is located at and has an elevation of.DemographicsAccording to the returns from 1850-2010 for Alabama, it has never reported a population figure separately on the U.S. Census.