Perhaps the most promising computational tool for fighting bias rather than reinforcing it is Textio. This is a startup that assesses the text of your job posting for whether certain words and phrases are likely to put people off applying, and thereby make the position take longer to fill, by sounding sexist or corporate jargony, flagging buzzwords like “big data” and “rockstars” in favor of “caregiver leave” and “learn new things.”
