Mark an 'X' on the opposite side of the tomato from the core, slicing only the skin. Blanch. Immerse the cored, scored tomatoes in boiling water for 1 – 3 minutes, until the peel starts to pull away from the tomato. Shock. Immediately transfer the tomatoes to an ice water bath for about a minute. Peel.