I built one using a single chip that did it all when I was in high school. It was my first PC board, drawn with a resist ink pen and then etched. The digit and segment drivers were a motley collection of transistors from dollar grab bags bought at Radio Shack. It was a huge DIP chip, probably 40- pins.