According to the Aberdeen Times, emergency responders were dispatched after 8 a.m. to West Pine Middle School in West End.
Firefighters were able to control the blaze in 30 minutes but the structure was a total loss, according to fire officials on the scene.
The cause of the fire is still under investigation.