The child was on the escalator when the women ran up from behind and nearly trampled over the kid.
Police say the ladies are just three of the seven suspects who stole $8,000 worth of perfume from a Victoria's Secret on Tuesday.
Police say they know the suspects' names, and are actively searching for them.