What’s the difference between employer-reported and crowdsourced salary data?

Crowdsourced sites rely on individuals reporting their own pay, which can be incomplete, outdated, or skewed toward people who choose to share. Employer-reported data comes straight from HR and payroll records, so it reflects what organizations actually pay. It can also be matched to clear job descriptions, which makes comparisons more reliable.

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