You can prevent discrimination by anonymizing interviews. You can't discriminate on the basis of race and gender if your interviewers can't discriminate between men and women, and between ethnicities. If bias was really the cause of the lack of "diversity" then anonymization will solve this. And if it doesn't then bias was not the cause of the lack of "diversity".
