At 4:20 p.m. officers responded to reports of an armed man making threats outside a home on the 800 block of West Park Avenue.
The man, identified as 19-year-old Alexis Perez, was killed in the confrontation.
The Atlantic County Prosecutor's Office says three Pleasantville officers were involved in the shooting.