you do wanna hold your shoulders back..mainly you don't wanna move your shoulders forward as you lift, as that uses more shoulder to move the weight than you want.
a better way is to say you want to pull the scapula (upper back) towards each other, which helps puff the chest out and keep shoulders back at the right angle.