Them!

Nine years after the atomic blast at Alamogordo, New Mexico, giant, mutant ants terrorize a small town in the southwest desert of the United States. Two doctors from the department of Agriculture are summoned to find the nest and destroy them... if they can. (official distributor synopsis)