It's related to the Greek word "nautes," which also means sailor.
You can see this root in words like:
* Nautical: relating to ships or sailing
* Nautilus: a type of marine mollusk with a spiral shell
* Astronaut: a person who travels in space
* Cosmonaut: a Russian astronaut
* Naut: a sailor (archaic)