Will this drill bit work on concrete?
Absolutely that will drill through concrete but you will need a SDS hammer drill which the typical home owner does not have. This is the type of drill http://www.jccayer.com/product.php?productid=1169

For such a small hole you can use a regular rotary pistol grip hammer drill with a cheap Canadian tire masonry bit to do your holes.