Setting EN to nearly full screen, then doing File/Exit, makes it work next time for me. However, if I later maximise the screen (which is what I want) it will revert to starting from the task tray again. So - if I exit the application while maximised, it will start from the task tray next time.
It's clearly a defect - is there any indication from Evernote of a planned fix?