The difference between a pharmacologist and a pharmacist is that a pharmacologist studies more of the science part of the medication while a pharmacist studies more of the health part.
In college, pharmacologists must study general and organic chemistry, human anatomy and physiology, molecular and cellular biology, microbiology, statistics, calculus, and English.