33-year-old Luke Watson, who’s from the area, is charged with robbery, possession of an imitation firearm, and having Class A drugs.
Emergency crews were called on Monday lunchtime to the branch on Molesey Road.
A suspect in a distinctive yellow jacket is believed to have escaped with £500 in cash.