After identifying the discipline of psychology's history of contributing pioneers and leaders to the field of race research, epistemological problems in empirical psychology are identified including an adherence to a naïve empiricist philosophy of science. The reconstruction focuses on the underdetermined relationship between data and interpretation. It is argued that empirical psychology works under a hermeneutic deficit and that this deficit leads to the advancement of interpretations regarding racialized groups that are detrimental to those groups. Because these interpretations are understood as actions that bring harm to certain racialized groups, and because these actions are made in the name of science and knowledge, the term epistemological violence is applied. Reflections regarding the meanings and consequences of this term in empirical psychology and the human sciences are presented.