DeUnemployment  ·  Data library

Every number we publish, in one place

Each figure below is measured the same way every month. The sample sits next to the number, and each section links to the page it comes from.

Key figures

Measure
Job postings indexed7,415,865crawled and indexed — all records
With full descriptions3,624,739apply-ready
Countries with openings82
State any pay figure12.4%of measured postings
Listed 30 / 60 / 90+ days47 / 34.9 / 29.8%listing age, not liveness
Median listing age27 days
Older than 90 days (crawl archive)33.6%crawl archive, this edition
…of those, re-crawled within 7 days50.79%our pub×seen signal
Old and still re-crawled (all postings)17.07%
Median age — states pay vs not22 vs 27 daysn=812,943 vs 5,751,489
Remote-friendly3.1%of all postings
Remote of those stating the arrangement60.2%only 5.2% state it
Remote pay premium+10%$96,158 vs $87,399
Junior / mid / senior10.1 / 78.1 / 11.9%from the title
Explicitly entry-level2.8%credential required in 18.3%
Mention visa sponsorship0.7%
Agency / recruiter postings6.2%they state pay 19.4% of the time
Same role on several boards9.3%cross-board duplicates
Distinct employers408,086top 20 = 6.3% · HHI 4.4
Mention AI / LLM tooling2.1%
Not in English23.5%
Most-requested skillcommunication (444,817)soft skills outrank technical
Dead listing links (probed 1 by 1)0.62%of 25,080 probed
Pay disclosed: best vs weakest countryGB 24.36% vs CH 0.37%of the 12 countries with n ≥ 20,000

Frequently asked

Where do these numbers come from?

Each is measured in this edition's full pass — every crawled record, not a sample — by the same scripts that build /report and /data. The index behind it holds 7,415,865 postings in total; the sample size is printed with each figure.

Why do some figures show a different n?

Two samples are used: the report pipeline (listing age and text measures) and our crawl archive (pub×seen signals). Each row states which one applies.

Can I reuse these numbers?

Yes — the data is CC BY 4.0. Cite as: DeUnemployment, “Key figures”, https://deunemployment.com/data/key-figures.

Sources & citation. Measured over the September 2026 edition record set — full-corpus pass (measured 2026-09-15), not a sample — and 25,080 probed links. The index holds 7,415,865 postings, 3,624,739 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, “Key figures: every number we publish — 2026-09-20”, https://deunemployment.com/data/key-figures (2026-09-20).

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 September 2026 edition (full pass, measured 2026-09-15); the index counts are rebuilt by every nightly update, most recently 2026-09-20. Page generated 2026-09-21.