You will only lose your bookmarks if you also delete a couple Firefox folders after
the uninstall. Firefox leaves these behind, but reuses them when it is reinstalled.
I will usually backup the Bookmarks also, but that is up to you. Bookmarks have a
export import feature in the Organize Bookmark feature under the File Tab.