Even fairly strong correlations break down on restricted ranges of inputs. Eg, if you're hiring between 80-90th percentile candidates (top ones get better offers, lower ones get filtered out), yes, the correlation will get swamped by noise; not so much if you are hiring between 0 and 100.
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