Over a longer time period, you would start to notice different constellations in your night sky. Scorpio is visible during the summer, but not in the winter. Where did it go? Short answer: nowhere. It's the Earth which has traveled on its orbit around the sun, and after several months, the Earth isn't facing the same direction as it was.