If you can imagine a language where 2k+ emoji are used as parts of words, with all the combination rules which emoji have, that would give you some idea.
But it does tax your memory (nothing compared to Chinese, though!), and takes time when writing by hand. Typing is significantly easier because a reasonable IME gives you variants to choose from when you type the pronunciation.