Most compensation benchmarking problems are not benchmarking problems. They are job description problems.
Organizations invest significantly in market data — survey subscriptions, benchmarking platforms, analyst time. They treat that data as the authoritative input to pay decisions. But there is a step before the data that rarely gets the same attention: making sure the roles being benchmarked are accurately and consistently described.