Joomla and Wordpress are very clean and modern and i would reccomend them, Also E107.org another great one especially as its very popular and has a great fanbase so theres plenty of support, themes etc.

All in all CMS are very handy for begginers, apart from they would need a little knowledge on PHP and MySQL (Host providers etc) but as for manual work, its next to nothing.