It was shortly before 10:00 a.m. when a backhoe struck a gas line south of the University's McCosh Health Center.
About 500 people from 11 buildings in the immediate area have been evacuated as a precaution.
PSE&G workers are on the scene working to fix the leak.
There are no reports of injuries.