I hadn't been overseas before I started my PhD. Now I have been to Mexico, Canada, India and the US. Astronomers from Australia generally go overseas to work once the have finished their PhD. I am certainly planning to use it to see more of the world (and the Universe).
The best telescopes are in remote locations. Also, due to different views of the sky (and limited resources), astronomers often coordinate with others located across the globe.