A lot of churches traditionally do their baptisms after Easter when everyone gets together but you can ask the minister to do it anytime. (can be done in a bath even)
Some only do it in summer when its warm! Cos they need to fill up the pool with water.
I cant imagine doing it in winter but some believers in Russia actually cut a hole in the ice.