When designing AI screening systems, thoughtful feature engineering ensures only job-relevant attributes are used for candidate evaluation. By deliberately excluding features that could serve as proxies for sensitive demographics (such as zip code or alma mater), the AI’s potential to introduce bias is further curtailed.
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