I'am sure about the high standards in Qatar regarding EHS, the water is surely clean. BUT i live in al-khor where there's no under ground piping. the water is supplied by tanks to the houses' tanks which usually are very big and old.

I use bottoled water for drinking, and two stages solid filter for cooking (which will be boiled).