It happened in a store at 10th Avenue and East 18th Street around 7:40 p.m. Monday.
Police say it's an auto shop that installs car audio and video systems.
Paterson police and the Passaic County Prosecutor's Office are investigating the shooting.
The motive is not known.
The conditions of the three injured victims are not yet known.