Archaeology is a secondary profession that will be released in the upcoming expansion, Cataclysm. All that is known is that it allows the player to "unearth valuable artifacts and earn unique rewards".
Rewards
Some rewards that were confirmed on the DTV PPV interview are additional glyph slots, new recipes for professions, and occasionally, money.