When cool enough to handle, Peel, dice and pile them into a jar. In a small bowl, whisk together the shallots, juice from the lemon, vinegar, sugar, salt and pepper. Pour it over the diced beets and put a lid on the jar. Allow the beets to macerate in the pickling juice for 3 to 4 hours. Drain.