Last updated: 2026-09-13

Cite Qarera's job-market data

Qarera maintains a live index of job postings collected directly from company career pages and applicant tracking systems. The figures we publish are free to quote, republish, and build on, in news articles, research, and commercial work, with attribution and a link.

Ready-made wording

Paste any of these and adjust the number to the one you are quoting.

Academic citation

Qarera (2026). Qarera Live Job Index [Data set]. Retrieved 2026-09-13 from https://www.qarera.com/data

For the fixed-period skills dataset, cite the archived version with its DOI: 10.5281/zenodo.21204423.

What we can tell you

• Share of postings written in English, by country and by city
• Share of postings that mention visa sponsorship or relocation support
• Share of postings that are remote-friendly
• Which skills appear most often in postings, by role, seniority, and country
• Which companies and cities are hiring most in a given market

Current figures are on the data page. How the index is built, and what it cannot tell you, is on the methodology page.

Custom cuts, on request

If you need a number we do not publish — a specific country, city, role, or time window — email hello@qarera.com. We will run the query and send the figure with the sample size behind it, free, whether or not you end up citing us. We can also confirm a figure you have already drafted.