One difference in usage that comes to mind is that annoy isn't usually used when the action one finds unpleasant isn't deliberate . Therefore we say : It irritates the eyes to look at the sun. But: His behaviour annoys me.
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AvangiI should think the speaker ought to choose between them according to whether he is annoyed or irritated by the situation.Avangi, this is a marvelouspiece of advice!