@Moon in my experience one really important reason is because the brim interferes with field of vision, so you end up knocking your hard hat into obstacles that you would have otherwise seen.
Which is annoying.
Another reason is fitting into some welding masks that fit much better with the hat backwards.
Sometimes on construction sites you can identify the welders by their backwards hard hats.