To align with privacy laws, companies may anonymize or pseudonymize candidate data before analysis, reducing risks of identification. This practice supports unbiased decision-making in inclusive hiring while respecting privacy, but it can complicate efforts to track individual applicant journeys or verify certain diversity metrics.
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