In Europe they ask you to take off shoes only if they are suspecting something. Like, for <5% of people. I had an unlucky pair of shoes with steel parts which always beeped on the screening machine, so they always asked to take them off, but in no other case.
The whole charade that taking off your shoes somehow makes people safer is insulting.