Hi Jean,
Lots of surface area under that back plate which could be the hold up. Not essential to remove so it can keep soaking while your doing other stuff.
Personal call on how much you remove for cleaning and how much effort you put into cleaning and polishing. I'm a minimalist myself but I love looking at spectacular machines and admire the amount of work that went into them.
Good Luck
Jon