In traditional HR work, obtaining detailed compensation analysis often felt like deciphering ancient cave paintings or translating the Dead Sea Scrolls.
There was a time when a manager would ask for a compensation study on a role, which would churn stomachs. It meant endless back-and-forth with the compensation team and manager just to get to an answer. The comp team was already buried in salary surveys and competing requests and more often than not, benefit advisers were at the back of the line.
Before the data could even be used, compensation had to complete the dreaded job match, aligning internal job descriptions with external benchmark roles. That process alone could take weeks, especially across multiple roles and business units. Most of this work relied on survey data, often from Radford, released once or twice a year. After a fairly long wait, comp eventually would work its magic and get back to the adviser.
Compensation teams became the gatekeepers of that data and access was not always easy. HR business partners couldn't give managers a clear answer on what a role was worth without submitting a request and waiting weeks. Hiring managers often made offers blindly or lowballed candidates because they didn't have a timely read on the market.
Frustration grew as comp teams pushed back on limited data points, labeling them anecdotal and asking everyone to wait for the next survey cycle. The survey participation process itself — forms, job matching debates and the sense that the data lived in a black box — only added to the challenge. Over time, even organizational politics emerged around who could get answers faster and who was left waiting.
Things improved as technology evolved. Online salary tools made data more accessible to HR and managers. But there was still a cost, both financial and in time. Analysis still required effort and expertise. It was better, but still expensive and slow.
The commodity layer of a compensation analyst's job is disappearing quickly. Benchmarking, job description creation, basic compliance checks and even handbook templates are becoming faster, cheaper and increasingly self-serve. What used to take weeks or months can now be done in minutes. Data itself is no longer the differentiator; it's becoming a commodity.
But the death of the compensation analyst does not mean the death of compensation expertise. The real value is shifting. The complex, high-stakes work — executive compensation, equity design and incentive structures — still requires judgment, context and credibility. These are not decisions
