Due to a small misunderstanding between me and our awesome programmers,.. my bad.
So! Before reaching the step where you must collect/craft anything, you can change your profession, system does recognize it.
But once you are
on that step, and you change your profession, the task remains for the one which you have accepted the step with.
My apologies for confusing you as well.