It happened around 7 p.m. Thursday on the 1500 block of Wadsworth Avenue.
Police said the pizza shop worker heard gunfire as he was driving along the block.
He drove back to the pizzeria and that's when he realized his car had been hit by a bullet.
He called police.
The driver was not injured.
Detectives are searching for the shooter and trying to determine if the pizza delivery driver was targeted.