I had this issue when I first started running...I was essentially allergic to my own sweat. What solved the problem was ALWAYS wearing a hat or wicking headcovering (Headsweats are fabulous for this) and carrying a cotton hanky for wiping my brow to keep the sweat away from my eyes.