When Babylon fell to the Persian Cyrus the Great in 539 BCE, Judah (or Yehud medinata, the "province of Yehud") became an administrative division within the Persian empire.
Yehud's population over the entire period was probably never more than about 30,000 and that of Jerusalem no more than about 1,500, most of them connected in some way to the Temple [REF].