From what I understand, the Pokemon is fully formed in the egg from the start. It's like an actual helpless baby. The egg cradle hatches when it's developed enough to be thrown out into battle.
It's basically level 0. If you forced an egg open, the Pokemon inside would still be alive, but it couldn't battle in the slightest.
