Police say the couple, both in their 30's, were heading home from dinner around 11:30 p.m. on the 2100 block of 66th Avenue.
The man was shot in the leg and the woman was shot twice in the back.
They managed to run into a house after they were hit.
Both victims were rushed to Albert Einstein Medical Center where they are listed in stable condition.
At this point, it does not appear that the victims knew the shooter.
There is no word yet on any suspects or a motive for the shooting.