A few things to look for when picking a watermelon: A dark and dull melon with a large yellow spot means the watermelon wasn't picked too early and has had enough time ripening in the sun (avoid shiny melons). A melon that is heavy for its size and has a uniform shape (circle or oval) usually means it will be sweeter and juicier.