The incident occurred at the Iggy's Food Market on the unit block of West 27th Street.
Investigators say someone walked into the store and opened fire on a 45-year-old man.
The victim died after suffering two gunshot wounds to the chest.
So far, there are no arrests or a motive for the killing.
The victim's name has not been released.
Police are investigating.