The Retention Problem Your Culture Survey Won't Catch

We placed an engineer last month who told us, unprompted, that he liked his old team. Good manager, interesting problems, flexible schedule. He left anyway, for a company he had never heard of before a recruiter called, and a 22 percent raise.

We hear a version of this every week now, and it does not fit the story most retention plans are built around. The team was not the problem. The number was.

The Data That Explains What We Are Seeing

Eagle Hill Consulting’s Employee Retention Index dropped to 104.2 this quarter, its lowest point in twelve months, continuing a decline that started in the third quarter of last year. The detail worth sitting with is which sub-indicator moved and which did not.

• Compensation confidence fell hard. Down 5.6 points, the only indicator to weaken this quarter.
• Everything else went up. Culture rose for a fourth straight quarter. Organizational confidence rebounded after two quarters of decline.
• Confidence in outside options is climbing too. The Job Market Opportunity indicator rose 1.9 points, meaning workers increasingly believe something better exists elsewhere.

Put plainly, people feel fine about where they work and increasingly unsure they are paid enough to stay there while a friendlier job market opens up around them.

Why Compensation Confidence Cracked While Everything Else Held

The gap is not universal. It is concentrated in a specific split that tech has been building all year without fully reckoning with it.

• Specialist pay kept climbing. Mid-level AI engineers saw salaries grow roughly 9.2 percent this year, and AI and ML engineers broadly are projected up 4.1 percent. Senior data warehouse developers picked up another 5.8 percent.
• General engineering pay barely moved by comparison. DevOps roles, still solid work by any measure, are landing closer to 2.3 percent, and broad tech salary growth overall came in around 0.8 percent in 2025, a fraction of the specialist premium.
• 2026 budgets do not close the gap either. Median planned increases sit around 3.5 percent, nowhere near enough to catch up anyone outside the hot lane.

An engineer who is not working directly on model systems or AI infrastructure watched a narrow slice of colleagues pull ahead by four to nine points this year while their own raise rounded to a percent. That comparison happens fast now, because compensation data is more visible than it used to be, and recruiters make sure of the rest.

What This Actually Looks Like From Our Side

We see the pattern before a client does, because we are often the first call an engineer takes once the gap starts to bother them.

Signs a “happy” team is actually a retention risk:

• The engineer says nothing is wrong. That is usually the opening line, not a reassurance.
• They know their market rate to the dollar. A specific number, not a vague sense of being underpaid.
• The last raise felt like a rounding error. Two or three percent against a market that moved faster.

None of that shows up on an engagement survey, because the survey asks about the job, not the job relative to what else is available.

The Trap in Culture-First Retention Plans

Culture surveys are genuinely useful. They also measure a different thing than the one driving departures right now. An employee can score their manager, their team, and their daily work highly and still leave, because none of those questions ask what the market is currently offering someone with their specific skills.

The risk compounds because job market confidence is rising at the same time compensation confidence is falling. Engineers who would have stayed put through a soft market two years ago are fielding real offers again. A strong culture score does not survive contact with a recruiter offering twenty percent more.

What Hiring Managers Should Actually Check

• Benchmark bands by specialty, not by title. “Software engineer” now spans close to a nine point pay gap depending on whether the role touches AI systems.
• Do not wait for a resignation to check the number. By the time someone gives notice, the comparison has already been made and lost.
• Treat a strong culture score as a starting point, not a diagnosis. It rules out one kind of departure risk and says nothing about the other.
• Have the comp conversation before the market forces it. A raise offered proactively reads as investment. The same raise offered after a resignation letter reads as a counteroffer, and counteroffers rarely hold past the first anniversary.

We spend our week on both sides of this conversation, benchmarking what companies are actually paying against what specific roles command right now, and placing engineers who left an almost identical culture behind for a number that made sense. If you want a clear read on where your own bands sit against the market, let’s talk at techxglobal.co/for-companies/.