DeUnemployment  ·  Data library

The same job behaves differently on every platform

We index the same roles from company career sites, applicant-tracking systems and boards. Which platform a posting comes from changes three things we can measure: how long it stays listed, how often it states pay, and whether it tells us when it was published at all. Below is the league table — no ranking of employers, just what each platform's postings do.

Key figures

Measure
dark48 daysn=4,829,356 · states pay 12.21% · listed 60d+ 45.75%
workday12 daysn=839,115 · states pay 10.91% · listed 60d+ 0.0%
phenom34 daysn=310,989 · states pay 9.24% · listed 60d+ 33.7%
smartrecruiters45 daysn=212,857 · states pay 6.34% · listed 60d+ 44.54%
greenhouse61 daysn=159,352 · states pay 9.84% · listed 60d+ 50.74%
paycom70 daysn=124,224 · states pay 9.97% · listed 60d+ 54.6%
paylocity25 daysn=110,920 · states pay 12.96% · listed 60d+ 28.18%
oraclecloud25 daysn=110,546 · states pay 5.5% · listed 60d+ 21.05%
ukg34 daysn=101,903 · states pay 21.58% · listed 60d+ 33.76%
jibe68 daysn=101,453 · states pay 7.46% · listed 60d+ 53.63%
workable88 daysn=77,537 · states pay 12.66% · listed 60d+ 62.41%
dayforce32 daysn=70,373 · states pay 18.2% · listed 60d+ 32.7%
Longest-lived postingslever 98 daysn=65,734 · longest median listing age
Most pay-transparent platformukg 21.58%vs 11.5% across all postings
Publish date missing most oftenworkday 47.85%we still index the posting, but cannot date it — so it stays out of age measures

Frequently asked

Why does listing age differ so much between platforms?

Each platform reports a publish date and refreshes it on its own schedule. Workday postings median 12 days; lever postings median 98. We report what the source says and do not adjust it.

What does ‘publish date missing’ mean?

Some platforms do not expose a date at all. 47.85% of Workday postings arrive without one — we keep the posting, but leave it out of any age statistic.

Does this mean some platforms are better?

No. It measures transparency and refresh behaviour, not employer quality. A high median age can mean a platform keeps evergreen requisitions, or simply that it dates postings honestly.

How do you avoid counting the same job twice?

7.7% of postings appear on more than one board; we detect those and report the distinct role behind them.

Sources & citation. Measured over the October 2026 edition record set — full-corpus pass (measured 2026-10-06), not a sample — and 25,080 probed links. The index holds 8,119,317 postings, 8,119,317 of them live with a full description. License CC BY 4.0. Data: JSON · CSV · data health · methodology.
Press, research and custom cuts: [email protected] · Cite as: DeUnemployment, “Where job postings come from — platform by platform, 2026-11-06”, https://deunemployment.com/data/hiring-platforms (2026-11-06).

Where this connects. Outside work that defines or studies the measure on this page:

Need a different cut? Every figure on this page comes from one index, so we can extract almost any slice on request — a city, a role, an industry, a time window, or a comparison between platforms. Tell us what you need at [email protected] and we will pull it, publish it with its method, and hand you the numbers. All we ask in return is a citation.

More data

“Still listed” is a listing-age measure from the source publish date, not a verification that a role is open; link liveness is measured separately. The percentages are the October 2026 edition (full pass, measured 2026-10-06); the index counts are rebuilt by every nightly update, most recently 2026-11-06. Page generated 2026-11-06.