Bloated Job Ads Breed Résumé Fraud (And Why the 70% Candidate Is Your Best Bet)[2026]
The Headline
ManpowerGroup surveyed 39,063 employers across 41 countries last October. Seventy-two percent said they have difficulty filling roles. In the U.S. the number was 69%. For the first time in the survey's history, AI skills ranked as the hardest capability to find worldwide. The company's regional president called talent scarcity "a structural challenge for American employers."
That is the claim, and it has been the claim, with small variations, for about fifteen years.
Now look at the record on the other side of the table. Job postings with 22 required skills. Entry-level roles asking for three years of experience. Qualified people disappearing into applicant tracking systems without a reply.
Both of those cannot be true at the same time. One of them is mismeasured. So let's do what an auditor does and put the invoice next to the usage log.
The Context It Left Out
1. Employers already told us the real bar. It's 70%.
Indeed asked employers directly what share of a posting's listed requirements a candidate actually needs in order to be considered. The answer came back at an average of 70%. Not 100. Not 22 out of 22.
The same research found roughly a third of job seekers had declined to apply somewhere because they lacked the listed experience (31%), education (31%), or technical skills (29%). So the employer's own stated bar is 70%, the posting says 100%, and a third of the market self-selects out of the gap between those two numbers. The candidates are gone before a recruiter ever sees them. Nobody logs that as a loss.
Research on actual outcomes points the same way: candidates who met more than about 60% of a posting's requirements saw no meaningful bump in interview rates from clearing the rest. Past roughly two-thirds, the extra bullets were decoration.
2. The shortage is worst at the companies with the most hiring machinery.
This is the number that should have led the coverage. In ManpowerGroup's own 2026 data, the reported shortage sorts almost perfectly by company size:
| Company size (U.S.) | Reporting difficulty |
|---|---|
| 1,000–4,999 employees | 76% |
| 5,000+ employees | 75% |
| 250–999 | 74% |
| 50–249 | 69% |
| 10–49 | 66% |
| Fewer than 10 | 61% |
Fifteen points between the largest firms and the smallest. Both groups hire from the same labor market, in the same cities, for many of the same skills. The five-person shop does not have a private supply of candidates.
What the large company has that the small one doesn't is machinery: a requisition process, a committee that writes the posting, an applicant tracking system, a screening layer between the manager and the résumé. The more filtering apparatus sits between the work and the hire, the worse the shortage is reported to be. That is not a statement about labor supply. It is a statement about the filter.
3. The same survey names the fix, and employers rank it near the bottom.
ManpowerGroup asked employers what they are doing about the shortage. The number one answer: upskilling and reskilling current employees. Toward the bottom of the same list: reducing or removing degree requirements, and reducing skills requirements.
Read those two together. Employers will absolutely train someone into a gap — as long as that person already works there. Nobody is promoted at 100%. You promote the person at 70% who has shown they close gaps, and you eat the ramp. Then the same organization writes an external posting demanding all 22 and calls the result a shortage.
It is two different standards for the same job, depending on which door you came through.
4. The 22-skill posting filters for the wrong trait.
Here is the part that should worry a hiring manager more than any of it. A posting nobody can honestly satisfy does not screen for capability. It screens for willingness to claim.
The honest candidate reads to requirement 14, counts the gaps, and closes the tab. The candidate who will assert all 22 hits submit. So the pool arriving at the interview is enriched for exactly the person the long list was meant to keep out — and six weeks later, when that hire is exposed, the organization's response is to add more requirements to the next posting.
A 70% posting does the opposite. Ten concrete requirements are harder to bluff than 22 vague ones, and they give you something to actually test: not whether the candidate has all ten, but whether their account of the three they're missing survives ten minutes of specific questions.
5. The steelman, because it's real.
Hiring at 70% costs money. A mentor's hours, a slower first quarter, and a manager's name on the risk if it misses. That cost is visible, it lands on one budget, and someone owns it.
An open requisition costs money too — overtime, delayed projects, the quiet attrition of the people covering the gap. But that cost is invisible. It appears on no one's P&L. No one gets a variance report on a vacancy.
So the invisible cost wins, every quarter, and the req stays open for nine months.
The Move
If you're applying: the 70% rule is not motivational advice, it is the employers' own stated number. Apply at 70%. But weight the requirements rather than counting them — the ones listed first, repeated in the description, or marked "required" are the real blockers; a named tool buried in "preferred" usually isn't. One honest test per gap: if I started Monday, would this make me ineffective in the first 60 days? If no, apply. And don't let the posting's length set your ceiling; past about two-thirds, the extra bullets stop moving your odds either way.
If you're hiring: run the arithmetic nobody runs. Put a monthly number on the open req — overtime paid, revenue delayed, deadlines slipped, the cost of losing one person on the covering team. Then put a number on ramping a 70% hire: mentor hours, the slower quarter, the probability of a miss. Compare them. My expectation is it isn't close, and the second number is the one everybody can see.
Then cut the list. Take the 22 and force-rank it. Keep what someone must have on day one to be effective in 60 days. Move the rest to "we'll teach you this," and say so in the posting. You will get a different, more honest applicant pool, and you will be able to defend the hire.
Scot Free Take
A 22-skill posting is a poorly played game of Marco Polo. The company shouts a word into the water and waits to hear it come back. It isn't looking for anybody. It's listening for an echo of its own voice, and the number of required skills is just how loud it's shouting.
To be fair, the long list isn't always ignorance. Sometimes it's a committee, where five stakeholders each added three must-haves and nobody was allowed to subtract. Sometimes it's a req written around the person who just left, a clone order dressed up as a job description. Sometimes it's a manager hedging against a hire he doesn't trust himself to evaluate, so he outsources the judgment to a checklist. Different diseases, same symptom.
But the symptom says the same thing every time. A posting with 22 requirements has told you, in public, that the company cannot describe the work. It can only describe the résumé it hopes shows up.
So: c'mon, companies. Give the solution some real thought. You already know the number is 70 — you said so yourselves. You already train people into gaps every time you promote from within. The talent is standing right there in the pool, holding its breath, waiting for somebody to open their eyes.
Sources
- ManpowerGroup, 2026 Global Talent Shortage Survey and 2026 U.S. Talent Shortage Survey (39,063 employers, 41 countries; fieldwork Oct. 1–31, 2025). 72% global, 69% U.S.; AI skills first globally; shortage by company size; ranked list of employer responses. manpowergroup.com; PR Newswire, Feb. 26, 2026; Staffing Industry Analysts, Mar. 2026.
- Indeed, "What's Stopping Job Seekers from Applying to Your Jobs?" (employers say candidates need an average of 70% of listed requirements; 31% / 31% / 29% opt-out figures; employed vs. unemployed perception gap). indeed.com/lead
- LinkedIn Talent Blog analysis reported by CNBC, Dec. 2018 (no meaningful interview-rate gain above roughly 60% of requirements met).
- Robert Half, Mar. 2019 (84% of HR managers open to hiring and training a candidate who lacks a required skill; 78% of workers would apply without matching all qualifications).
- Note on a statistic we deliberately did not use: the widely repeated claim that men apply at 60% of qualifications and women at 100% traces to an internal report that has never been published or independently verified. It may well describe something real. It is not evidence, and this site doesn't cite what it can't check.
The bar is 70. They said so themselves.
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