Whitley has been Tarrant County judge since 2007, after serving as Tarrant County commissioner since 1997. Previously, he was the president of the National Association of Counties and the North Central Texas Council of Governments and chair of the Regional Transportation Council and the Texas Conference of Urban Counties. Whitley also co-founded the accounting firm Whitley Penn.