The shooting happened at about 11 p.m. Saturday in the 1500 block of South McBride Avenue. Both victims are said to be in stable condition.
Sheriff's deputies say they're looking for between three and five Hispanic men, between the ages of 18 and 25 years old.
The suspects approached the victims in their vehicle, and asked them where they were from before shooting them and fleeing the scene. Detailed descriptions of the suspects were not released by authorities.
Sheriff's deputies believe the suspects are driving a dark Honda Accord.
