Will scrubbing potatoes really well get rid of pesticide residue?

Yes don't worry! If you give them a really good wash (if you have a scrub brush too *I use one*) if you don't have a brushing tool then just scrubbing and washing them for maybe a 5 minutes (really well) will definatly get whatever left residue off :)