Yes. This what I do with bedframe steel, but also with lots of black sulfur oil, using cobalt HSS drill bits from the local hardware store. Never needed carbide.drill it like stainless if in doubt. slow rpm and heavy hand.
Note: This is a duplicate, because it looked like my first posting had been lost. It still looks lost as seen from the General forum. There is something funky with the bulletin board software here.