How to spot a ghost job: five checks, two minutes

The 2026 job market has a trust problem, and it is mutual. In GCheck’s Trust in Hiring report, 61 percentof job seekers admitted exaggerating their expertise to fit a role, and 47 percent said they had inflated a previous job’s details. The other side of the table is no better: in a LiveCareer survey of more than 900 HR professionals, 45 percent said they post ghost jobs regularly, and in an earlier ResumeBuilder survey, 70 percent of hiring managers called the practice morally acceptable. Candidates catfish employers. Employers catfish candidates. The market runs on titles, and titles are cheap to fake in both directions.

We covered why the resulting silence is structural in the ghosting piece. This one is practical: the checks that catch a fake posting before you spend an application on it, with how much of the market fails each one. We ran them on our own board, 23,420 curated listings, so every number below is measured, not vibes.

Check one: the date

A posting’s age is the single strongest tell, and it is printed on every card. On our board, 13.9 percentof live postings are more than 60 days old, and 9.6 percent are past 90. A role that has been “open” for a quarter either has an impossible hiring bar, a stalled process, or no process at all. None of the three deserves your afternoon. If the board you are on shows no date, that is itself an answer about the board.

Check two: the salary

Absence of a number is not proof of a ghost: whole countries post salary-silent by convention, and 74.2 percent of our board states no figure. But combine the two checks and the profile sharpens. 7.5 percent of listings are both more than two months old and salary-silent, and that intersection is the classic ghost shape: nobody maintaining it, nobody accountable for it, nothing specific enough in it to go stale. Our secrecy ranking covers who hides pay and why; for triage purposes, old plus silent equals skip.

Check three: where the posting lives

Here is the counterintuitive one. We group every listing by where we read it, and then measured staleness per surface. The freshest surfaces are the federal portals (3.1 percent stale) and firms’ own careers pages (3.8 percent), because both get pruned: officials expire listings, and a studio removes a role from its own site the day it is filled. The stalest surface is the one that looks most official: company ATS boards, at 43.9 percent stale. A Greenhouse or Lever board costs nothing to leave up and expires nothing automatically, so postings accumulate there like coats nobody claims.

The practical move: before applying, click through to the source and check the role is still listed there with a recent date. Every card on our board links to the original posting for exactly this reason. Thirty seconds, and it filters the coat rack.

Check four: specificity

Real postings name things: the team, the tools, the project, the license. Pipeline-building postings read like horoscopes, accurate about everyone and informative about no one. If a listing for a technical role names no technology, or an architecture role names no project type or software, the employer is describing a category of person rather than a seat that needs filling. The skill chips on our cards are extracted from the posting text itself, so an empty-feeling posting shows itself: fewer named skills, vaguer demands.

Check five: the title-to-demands mismatch

The posting-side equivalent of resume inflation is the junior title with senior demands. We documented a “Junior Software Engineer” posting asking for three or more years of experience in the entry-level piece, and could not measure how common it is without overclaiming, so we will not. But when the title and the requirements disagree, believe the requirements. The title is marketing; the demands are the job.

The two-minute version, built in

We wired the two strongest checks into the board’s filters, so you can apply them in one tap instead of per posting: postings under a month old that state a salary. That cut currently leaves about 15 percent of the board, roughly 3,500 roles, which is the honest size of the market that has already passed both checks. It is a smaller haystack with far fewer ghosts in it, and the needle-to-hay ratio is the thing your application hours actually buy.

And the other half of the catfish problem, the 61 percent, has the same fix from your side of the table. Inflating your resume buys interviews you then have to survive; the alternative is applying where your real overlap is already high enough that nothing needs inflating. The instrument measures that overlap against live demand, free, in about a minute. A claimed skill can be bluffed by either side. A measured one cannot.