Actually..."bean-baggist". (The hyphen is optional because grammatical norms on hyphenation are changing.)
Single-syllable words with a single vowel and a single end consonant always double when a suffix is added.
skip → skipper
hit → hitting
red → reddish
so therefore:
bag →baggist