Yes. Log in, select 'my preferences' from the drop down in 'More' in the upper right hand corner, then click on the skin tab. There, you'll be able to select the background you'd like to see, and then uncheck the box next to 'Let the admins override my skin choice.'.
Click save, and you're all done. :)