In spite of what Americans may think, the image of Englishmen - and particularly Londoners perpetrated by Dick Van Dyke in Mary Poppins does not exist (especially not with that godawful accent). 'Blimey' itself is not particularly common, but it can occasionally be heard.

Confession time: I've got into the habit of using 'blimey' myself. I don't know why.