Seems You already have arranged some stamps on your profile!
But if you're having trouble finding where to change them, then hover over the "My Stuff" at the top of the site and click on "Stamp Collection," from there you can change out and move around your stamps.
Be sure to click the save button when you're done so it's saved what you have done!