Shape of Work·July 2026·7 min read

The salary secrecy ranking: which professions will not tell you what they pay

Sales engineering postings state pay 44 percent of the time. Police postings, 98. We ranked 60 professions by how often they publish a number, and the pattern says more about power than about money.

Seventy percent of the 74,470 postings in our corpus state a salary. The other thirty percent are not distributed randomly, and the shape of who hides pay turned out to be the most interesting ranking we have produced this year.

44% vs 98%share of postings that state pay: sales engineering at the secretive end, police work at the transparent end. Same economy, same month.
Most secretive professions, 150+ postings each · PivotHop, July 2026
ProfessionStates pay
Sales engineer44%
Management consultant45%
Account executive47%
DevOps engineer48%
Sales representative50%
Security engineer52%
Most transparent professions, same corpus
ProfessionStates pay
Police officer98%
Teaching assistant96%
Medical writer95%
MEP (mechanical, electrical, and plumbing engineering) engineer94%
UX (user-experience design) researcher92%
Therapist / counselor90%

The pattern is negotiation, not money

A first guess would be that high salaries hide and low salaries show. The table does not support it. Security engineers earn well and hide pay; medical writers earn well and publish it. What the secretive column shares is something else. In every one of those fields, negotiating is part of the work itself. Sales roles negotiate for a living. Consultants price engagements. The employers hiring them treat the salary conversation as the first test of the skill they are buying.

The transparent column mirrors it. Civil service scales, union agreements, licensure bands, grant-funded positions: places where pay is set by a schedule rather than a conversation. A police department cannot improvise your number, so it prints it.

Even the boards disagree

Profession is not the only axis. The infrastructure itself has a transparency gradient, and it is steep. Across our thirteen sources, federal postings on USAJOBS state pay 100 percent of the time, because the law requires it. The UK board Reed runs at 83 percent. General aggregators sit near 71 percent. Then come the applicant-tracking systems the startup world runs on: Greenhouse at 55 percent, Ashby at 50, and Lever at 7 percent.

Share of postings stating pay, by source · PivotHop, July 2026
SourceStates payPostings
USAJOBS (US federal)100%3,238
Reed (UK)83%6,054
Adzuna (general)71%56,732
Greenhouse (startup ATS (applicant tracking system))55%4,921
Ashby (startup ATS)50%1,258
Lever (startup ATS)7%1,025

Seven percent. The companies most likely to describe themselves as transparent, mission-driven, and disruptive publish salary at one-fourteenth the rate of the federal government. Some of this is the ATS defaults, since Lever's posting templates never pushed a salary field the way compliance-driven boards do. Most of it is choice. A venture-backed startup pricing equity-heavy offers wants maximum room to vary the package per candidate, and an empty salary line is how that room is kept.

What opacity costs the candidate

A posting without a number moves the first offer to the end of the process, after you have spent interview hours and started wanting the job. Research on anchoring says whoever names the first figure shapes the range, and a company that has seen ten thousand offers knows the market better than someone who changes jobs every three years. Opacity is not an oversight. It is a position.

Transparency laws in Colorado, California, New York, and Washington have pushed the published share up in those states, which our corpus reflects unevenly across sources. The professional pattern survives the legal one, though. Even where the law requires a band, sales postings publish wider bands than nursing postings do.

Playing a hidden-number game well

Since a third of postings will stay blank whatever the laws do, the workable response is preparation rather than complaint. Three habits cover most of it. Look the band up before the first conversation, from blended sources rather than a single self-reported site, so the recruiter's screening question meets a researched range instead of a guess. Ask for the range early and in writing, because in the transparency-law states the company must produce one, and everywhere else the speed and width of the answer is itself information. And treat a refusal to give any number after a full interview loop as data about how the company negotiates everything else, since with you they were still on best behavior.

Where this leaves you

If you work in a secretive field, assume the missing number is a strategy and prepare accordingly. Look up the band before the first call. Our salary pages carry blended figures for 152 occupations, built from the postings that do state pay plus official statistics, precisely so that a blank posting does not leave you blank too. And if you are choosing between fields, the transparency column is worth a glance for its own sake. It tells you in advance how much of your career will be spent haggling.

Sources and method

PivotHop corpus, July 2026: 74,470 mapped postings, thirteen sources; occupations shown have at least 150 postings. Stating pay means any salary figure or range in the structured posting data. Source mix affects levels (boards differ in salary-field requirements), which is why we rank professions against each other within the same corpus rather than quoting absolute rates as universal truths.

Quick answers

What percentage of job postings include salary?

In our July 2026 corpus of 74,470 postings, 70 percent state pay in some form. The range across professions is wide, from 44 percent in sales engineering to 98 percent in police work.

Why do so many job postings hide the salary?

The strongest pattern in our data is that opacity tracks negotiation culture. Fields where individual deal-making is part of the job, sales and consulting above all, publish pay least. Fields with unions, civil service scales, or licensure publish it most.

Which jobs are most transparent about pay?

Police officer postings state pay 98 percent of the time in our corpus, followed by teaching assistants at 96, medical writers at 95, MEP engineers at 94, and UX researchers at 92.

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