One of the victims is a grandmother. She was shot through her right arm, and the other woman was shot in the stomach.
They are both recovering as police search for clues in the attack.
Police are looking for either a black or gray station wagon that witnesses reported leaving the scene.
Anyone with information about the attack is urged to call Pasadena police at (626) 744-4620.