The Invisible Women of Recruitment Algorithms Nourhan Gouda — Egypt This report investigates how AI-powered recruitment tools and applicant screening algorithms (ATS) systematically disadvantage women in Egypt, by rejecting or filtering out female applicants even when they are equally or more qualified. It shows that bias in training data, criteria, and input design means many women’s applications never reach human recruiters in hiring processes. 15

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