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Mallareddi’s trajectory mirrors a broader industry mandate: move fast—yet prove lineage, security, and cost restraint.

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The Dean points to psychometrics as “an extremely quantitatively advanced field” and explains how some branches of sociology also feature substantial amounts of statistics and quantitative analysis.