Yes; automated approaches amplify bias[0]. Moreover, automated approaches launder bias; in the general population, people view computers and algorithms as "unbiased", so imagine biased results to be more accurate than humans, because a computer did them.

0: https://arxiv.org/abs/1809.07842 2: https://arxiv.org/abs/2004.07213 also has an overview of our current combative systems.