I have quite a powerful demagnetiser and none of the calipers that have been through its field have suffered any damage.
I first tried it with an Aldi pair before using it on better quality versions. None of my calipers show any disturbance to the display when operating in the magnetic field, (not really surprising as they work on a capacitive basis.
Ian P