According to police, the shooting happened at about 1:15 p.m. in the 2700 block of Huntingdon Street.
A woman and a man were each shot one time in the head while sitting inside a vehicle, police said.
Both victims were pronounced dead at 1:35 p.m. Their identities were not made available.
Police said no arrests have been made.
Anyone with information is asked to call police.