Ruby Ray of Reversal removes the highest spell protection first (assuming there is no Spell Shield).
Hence unless the Spell Immunity is the highest level spell protection, it will not be removed first. RRoR's other name is Spell Trap Killer.
Pierce Shield works the same way.