Your main goal is to not have any contact with it. And please wear good safety goggles! Any contact with your eyes will be very bad. You will be blind.
Like anything bad for you, it is the amount. Truthfully if you got a small drop on you it would probably be fine (as long as it is not in the eyes). But a larger amount is dangerous.
If you do get any on your clothing, remove the clothing or pull it away from the skin immediately! Drop any expensive piece of glassware you have to, to do this.
I have seen arguments between professors if gloves are good or bad. I say gloves, because I know I am quick enough physically and mentally to safely drop what I am doing (i.e, not spill more liquid nitrogen on my self or some strong acid on my self or somebody else, etc) and remove the gloves.
One of the easiest and best things to do is work with as small amounts as possible to reduce any risk.