SignalsAPI Labs · October 2026

SignalsAPI Hiring-Demand Snapshot

How much hiring is being advertised right now, and which employers account for most of it — from public job postings, deduplicated.

By SignalsAPI Labs

Method v1.14.0 · Generated October 06, 2026 · how we measure

224,285

deduplicated postings in the last 7 days

-7.3% vs the prior period (241,890)

Hiring demand stays concentrated among a small set of large employers, whose postings account for a disproportionate share of everything advertised in the window.

SignalsAPI Hiring-Demand Snapshot: postings by employer, October 2026Allied Universal Security Services2,379compleet1,796infoPraca.pl1,544finest jobs1,461ALDI Nord821NGC650GLOBAL HR649meinestadt.de GmbH570

Top employers

Top industries

Industry Postings
Software Development 11,195
Hospitals and Health Care 5,647
Technology, Information and Internet 4,443
Financial Services 3,770
Retail 3,754
Government Administration 2,821
Professional Services 2,547
Construction 1,818
Insurance 1,769
Biotechnology Research 1,695

Industry labels are normalized to the site's presentation vocabulary; corpus variants that normalize to one label are merged and their counts summed before ranking.

Top countries

Country Postings
Germany 57,387
United States 45,349
United Kingdom 17,404
France 14,856
Spain 14,613
Poland 12,456
Sweden 8,481
Canada 5,309
China 5,252
Switzerland 5,188

The aggregate file carries every figure above. The row-level file carries the postings they were counted from, and states per cut whether it lists all of them or the most recent sample. Attribution required.

Cite this study

SignalsAPI Labs, “SignalsAPI Hiring-Demand Snapshot”, October 2026. jobs.signalsapi.com/hiring-demand-snapshot

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SignalsAPI Hiring-Demand Snapshot — October 2026 edition, published by SignalsAPI Labs
<a href="https://jobs.signalsapi.com/hiring-demand-snapshot?surface=embed"><img src="https://jobs.signalsapi.com/hiring-demand-snapshot-embed.svg" alt="SignalsAPI Hiring-Demand Snapshot — October 2026 edition, published by SignalsAPI Labs" width="600" height="315" loading="lazy"></a>
<p>Source: <a href="https://jobs.signalsapi.com/hiring-demand-snapshot?surface=embed">SignalsAPI Hiring-Demand Snapshot — SignalsAPI Labs</a>, October 2026. Licensed CC BY 4.0.</p>

Query the corpus this study was cut from

Every figure here is a query over the same live hiring-signal corpus the API serves — today's postings rather than this month's snapshot.

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Live hiring pages behind this study

Live hiring pages cut from the same corpus, refreshed every three hours — this study is the monthly print of it.

Methods Box

What was counted
Every figure below is a count of deduplicated postings — one row per company, job title and country, per the rule below — over the stated window.
Sample
We measure the volume of online job postings we observe, deduplicated to one row per company, job title and country, across 47 distinct sources, over a rolling 30-day window.
Deduplication
Repeat and re-posted advertisements collapse to a single row per (company, job title, country). Where several postings share that key, we keep the most complete one — the row that resolves to a named company with an industry, headcount and location — and break remaining ties by the most recent posting date. Note the key is country, not city: two postings for the same role in two cities of one country count once, and the same role in two countries counts twice.
Privacy floor
No published cell describes fewer than 5 distinct companies.
What it does not measure
  • Employment levels, hires, or separations. This is a posting-volume measure, not an establishment survey — it is not comparable to, and does not estimate, the figures BLS publishes.
  • Vacancies that are never posted online, filled internally, or filled through a network without a public advertisement.
  • Postings behind a login, a paywall, or an application flow we do not crawl.

Full methodology, frozen and versioned: jobs.signalsapi.com/method (v1.14.0).