A spokeswoman for the base says the aircraft went down in a remote area about 80 miles northwest of Phoenix.
All-terrain vehicles and planes equipped with night-vision equipment spent the night searching near a mountain range. Crews are hoping to pick up an emergency signal from the downed jet.
The status of the pilot is unknown.