Article Two of the United States Constitution
Anyone who is convicted by impeachment is fired immediately.  The Senate may also choose to prevent the person from holding any federal office in the future.  These are the only punishments that an impeachment proceeding can give.  However, the person can still be tried for civil and criminal charges in the courts, and punished if they are found guilty.