A bachelors degree in chemistry will not get you a high paying job fresh out of college, but it can lead to a decent pay job (unless you get lots of internships and work experience during your college career). The higher paying jobs with just a bachelors degree in chemistry require lots of experience (and I routinely see those in the range of near $100,000 US a year, but those tend to be more administrative positions not actual technical positions). You also have a lot of headway and opportunities to advance your career with a bachelors degree in chemistry, and get those pay raises and better jobs (it is in fact, in that respects one of the if not the best field of all the hard sciences)
However, a bachelors degree in chemical engineering you can easily start at over $60,000 (and that ACS article posted to includes chemical engineers in it). However, your career path is limited, not a tremendous room for advancement and pay raises (but still plenty, just not a lot compared to a chemistry degree/job). Also though, with just a bachelors in chemical engineering and fresh out of college with little experience most of your jobs you will find will tend to be quality control jobs in some kind of manufacturing plant. Nothing wrong with those, but not what most people get into chemistry for.
Chemical engineering is the best way to go for the quickest way to the most money straight out of college; but the jobs will be all industrial/commercial. A chemistry degree will give you more opportunity in the long run, but will be a slow start with little experience (and will typically be more challenging mentally, and be more “chemistry related”.)