The incident happened in Nutley late Saturday, not far from the department's headquarters.
Investigators are working to figure out how the accident happened, though they aren't saying if the truck was responding to or returning from a call at the time.
One firefighter remains hospitalized, while the others were treated and released.
The firefighters' names and details on the injuries they suffered have not been disclosed.