I think in your case, the usage is the same. "It might happen" or "it may happen" sound interchangeable to me. Probably "might" gives it a slightly stronger feel?
There could be other cases where it is better to put "might" instead of "may", but I think it makes no difference.... usually.
"Sir, might I go to the library?" sounds strange to me, for example.