A quote I like from Jung, found in an article entitled Jung: Astrology and Synchronicity:

‘Astrology, like the collective unconscious with which psychology is concerned, consists of symbolic configurations; the ‘planets’ are the gods, symbols of the power of the unconscious.”

And another article on the same topic has this to say:

Jung felt that astrology is a language of symbols that mediates between levels of consciousness.