Fill with the Foreground/Background Color

Option-Delete (Mac) / Alt-Backspace (Win) fills with the foreground color.
Command-Delete (Mac) /Control-Backspace (Win) fills with the background color.
Of course these shortcuts work with all sorts of layers including Type and Shape layers.