More where you are drilling, but on tip of drill too.Do you put it on the drill bit or where you are drilling.
Self tapping metal screws are mostly made for sheet metal applications, might not work on the heavier metal you are working with, so pilot holes are a must. You'll have to play around with drill and screw sizes to see what work for you.