The robbery happened around 5:45 p.m. at the TD Bank located along the 3900 block of Woodhaven Road.
Police say a man presented a demand note to one of the tellers.
After taking an undisclosed amount of money, the suspect fled the bank and ran toward the northwest through the parking lot.
Police say he may have red dye on his body, his clothing or on the money that was taken due to an exploding dye pack.
The suspect is described as a Hispanic male, about 30-years-old, 5'2-5'3, medium build, with a mustache. He was wearing a gray hoody and blue jeans.
The same suspect is also believed to be responsible for the robbery of the TD Bank located at 2520 Grant Avenue on December 26, 2011, at 4:44 p.m.
To submit a tip via phone, dial 215.686.TIPS (8477).