57% of Employers Now Pay Above Their Own Planned Ranges, and Posted Pay Is Falling Behind

Every salary range starts as a plan: what the organization expects a role to cost, approved before anyone is interviewed. New research says that plan is now more often broken than kept. Robert Half's 2027 Salary Guide, released October 20, reports that 57% of employers are offering salaries above their planned range for new hires with specialized skills. Sixty-four percent say their compensation offers are more competitive than they were three years ago. When most employers routinely exceed their own range, the range has stopped describing what the job pays.

That would be a recruiting footnote if salary ranges were still internal documents. They are not. Ranges now appear in job postings, get compared by candidates, and get read by the employees already doing the work. An above-range offer is no longer a private exception. It is a visible signal that the published number was wrong.

Where the Money Is Going

The above-range offers are concentrated, not spread evenly. According to the guide's preview of findings, 87% of employers paying above plan name the need to secure candidates with specialized skills as a top reason. AI is the sharpest pressure point: 72% of employers are increasing pay for relevant AI skills, and 42% are paying more for AI-related expertise than for other technical skills.

HR Dive's coverage notes the research drew on more than 2,000 respondents, including U.S. hiring managers, business leaders, and employed workers. Dawn Fay, operational president of Robert Half, framed the shift directly: "Compensation expectations are evolving as employers compete for talent with specialized and emerging skills."

One detail matters for how to read the numbers. Robert Half's salary figures cover starting pay only, meaning pay for someone new to a role or company, and exclude bonuses and merit increases. The guide is measuring the price of entry. It says nothing about whether the people already in those roles have moved with the market.

Same Budget, Two Speeds

That is the tension. The money for above-range offers does not come from a separate, growing pool. Payscale's 2026-2027 Salary Budget Survey of 1,266 organizations puts average 2027 salary increase budgets at 3.5%, up only slightly from 3.4% in 2026. HR Dive cites Marsh projecting 3.2% for merit and 3.5% in total increases, and WTW expecting budgets to rise 3.4%. Those are the budgets that also fund raises for every incumbent employee.

Employers are already rationing. Payscale found only 32% of organizations plan across-the-board raises in 2027, down from 44% that were adopting or considering them heading into 2026. Differentiated pay is a reasonable answer to a tight budget, but it raises the stakes on fairness. Payscale also found that 25% of organizations say perceptions of unfair pay are a leading reason they are losing talent. A specialist hired above range sits next to a colleague who got a 3% merit increase, and in a transparent market both of them can see the gap.

"Peanut butter pay may be losing some of its spread, but it hasn't disappeared." – Ruth Thomas, Chief Compensation Strategist, Payscale

Robert Half's own respondents appear to see the risk. The preview reports that two-thirds of companies are reviewing salaries for parity, 57% are increasing compensation budgets to address pay gaps, 91% use or plan to use external market data to benchmark salaries, and 93% intend to establish clear pay bands across roles and levels. The intent is there. The question is whether the bands get rebuilt before the next posting goes live.

Why the Posted Range Is Now the Weak Point

If a role is routinely filled above its range, one of two things is true. Either the range is stale and should be moved, or the organization is posting a number it does not intend to pay for the candidates it actually wants. Neither is a good position. A stale range undersells the job to the specialists it is meant to attract. A range that is quietly ignored invites the obvious question from every candidate and employee who saw it: what is the real number?

How a range is presented also changes who applies. Research from Cornell's ILR School, published in the Journal of Applied Psychology and drawing in part on nearly 10 million U.S. job postings, found women show a stronger preference than men for jobs with narrower salary ranges, and that applicants who chose narrower ranges negotiated less assertively. Adding context about typical starting salaries and how final offers are set removed the gender gap. Widening a range to cover above-plan offers may look like a fix, but it can quietly reshape the applicant pool and the negotiations that follow.

"How employers present pay information matters just as much as whether they disclose it." – Alice Lee, Assistant Professor of Organizational Behavior, Cornell ILR School

For compensation and talent acquisition leaders, the job is to make the range true again before the next requisition opens:

• Track above-range offers as a metric. Log every offer that exceeds its planned range, by role and reason. If a job family breaks its range more than occasionally, the range is the problem, not the offer.
• Reprice specialized and AI roles first. Benchmark the roles where above-plan offers cluster against current external market data, and move those ranges before posting them again.
• Run a parity check on every above-range hire. Before the offer goes out, compare it with incumbents in the same role and level. Decide in advance whether an adjustment is owed, rather than waiting for the complaint or the resignation.
• Reserve part of the 2027 budget for incumbents in hot roles. With budgets near 3.5%, a small earmark for people already doing specialized work is cheaper than replacing them at the new market rate.
• Explain how offers are set inside the range. Cornell's research suggests a short note on typical starting pay and offer criteria improves both the applicant pool and the fairness of negotiations. Write it once and attach it to every posting.
• Widen the talent map before widening the range. When local specialist pay keeps outrunning the plan, consider whether the skill can be hired in other markets where the budget goes further.

Robert Half's numbers describe employers doing what they must to land scarce skills, and that is not a mistake in itself. The mistake is letting the posted range, the incumbent's pay, and the actual offer drift into three different stories. With budgets flat and pay increasingly visible, the organizations that come through 2027 cleanly will be the ones whose ranges say what they really pay.