The robbery happened at around 12:30 p.m. Sunday at the TD Bank located at 4020 City Avenue.
Police say the robber presented a note saying he had a gun and demanded money. He was able to flee the scene with about $3,000.
Police are searching for one male, about 30 to 40-years-old with a medium build. He was last seen wearing a black shirt and hat.