Police Scotland said it was informed about the find at 15:40 on Sunday.
The beach esplanade was expected to be closed "for some time" as a public safety precaution.
The road has been shut from the roundabout with the Beach Ballroom, the junction with Park Road and the junction with King Street.
Roads have been closed around Aberdeen beach following the discovery of an ordnance device.