DeUnemployment  ·  Data library

Senior titles, junior jobs

Sometimes a posting calls itself senior while the role is a first job, or reaches for ‘guru’ where ‘specialist’ would do. We look for titles that claim rank or stature the rest of the posting does not support — and we count only what we can defend from the text.

Key figures

Measure
Postings with an inflated title0.1%conservative detector — we prefer to under-claim
Rank words on roles without scopelead 1,147 · senior 525 · sr 99a rank in the title where nobody is led
Hype wordsguru 1,431 · maestro 418 · wrangler 131guru, maestro, wrangler, evangelist, ninja, maven
‘Fancy office’ phrasing366perks framed as culture

Frequently asked

What counts as title inflation?

Two things: rank language applied to roles with no people or scope (lead, senior, sr), and hype language standing in for a real title (guru, maestro, ninja, evangelist, maven, wrangler).

Why is the share only 0.1%?

Because we count only cases we can defend from the posting text. A looser keyword count would produce a bigger and weaker number — we would rather under-claim.

Is an inflated title a scam?

No. It is usually enthusiastic copywriting, and sometimes a small team giving a real job a grander name. We measure the language, not the intent.

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, “Title inflation in job postings — 2026-11-06”, https://deunemployment.com/data/title-inflation (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.