Vice presidents, they note, often get a window seat at their bullpen desks, a sort of consolation prize for having lost an office.

Alexandra Lebenthal, president and CEO of Lebenthal &Co., works at a desk that her grandmother used every day and says that she sees her lessons as useful in navigating Wall Street's unsure waters.