The dump fire is located off of Mallard Road, near Brogden Road.
Johnston County Dispatch says Smithfield Fire and Johnston County Emergency Management are at the scene.
A passerby called 911 around 8:15 a.m. Thursday to report the fire.
Eyewitness News will have more on this story as it develops.