Bring water to a boil over high heat and continue boiling for approximately 20 minutes (depending on size of beets), testing occassionally to see if a fork goes through beet easily.
Once fork goes through beets easily, remove beets from boiling water and place in a large bowl of ice water.
Once cool to touch, hold beets one at a time over trash can and peel off skin with your hands.