In the US, OSHA (Occupational Safety and Health Administration) has decreed that you cannot get a full mask seal with a beard. At least for firefighters, this meant no beards allowed. The FAA has issued
AC 120-43 which, while not regulatory, confirms a loss of mask effectiveness when used over a beard.