Combine carrots, radish, sugar, and salt in a large bowl. Using fingertips, massage salt and sugar into vegetables until dissolved. Add water and rice vinegar. Pack vegetables into a quart-sized mason jar. For best results, seal jar and refrigerate for at least two hours or overnight and up to 1 week.