The fire broke out just before 6:00 a.m. in the 600 block Brecknock Drive.
Crews arrived to smoke showing from the roof top of the house.
So far, there are no reports of injuries or word on whether anyone was inside the property.
Fire officials have closed North Ship Road between Valley Hill and Bausman Roads.
Investigators are trying to determine what sparked the blaze.