this article the other day that solved the mystery! While Australia is listed as a country that refrigerates eggs, so far I have only seen them either in the produce section or in the bread aisle.
On a random note, one of the only foods I have found that's cheaper than in the US is artichoke! I got two at the market the other day for .50 each. If that isn't a steal, I don't know what is.