Walker County is a county in the U.S. state of Alabama. As of the 2010 census, the population was 67,023. Its county seat is Jasper. Its name is in honor of John Williams Walker, a member of the United States Senate. Walker County is included in the Birmingham-Hoover, AL Metropolitan Statistical Area.