Noun for "a person who deeply appreciates aesthetics"
Solution 1:
Within a minute of posting I notice a derivation I'd managed to miss that fits my criteria:
aesthete
1) a person who has or professes to have refined sensitivity toward the beauties of art or nature.
2) a person who affects great love of art, music, poetry, etc., and indifference to practical matters.
From dictionary.com