Section-Level Bias Analysis and Fairness-Aware Pipeline in AI Hiring
Automated resume screening systems are typically audited at the level of the whole document, which reveals that disparities exist but not where in a candidate's resume they originate. This paper reports a controlled experiment that decomposes the resume into four functional sections viz. skills, education, experience a...