No you don't. The good news is that most of the Chemistry is conceptual so you're not going to be doing a million acid/base problems. Quantitative is similar but there are those problems where you wish you could have a calculator, like when there are 20 values and you need to find the mean when answer choices are A: 70 B: 71, etc...
Honestly, a calculator wouldn't help much anyway.