Salaries by role and country, from real job ads

We read job ads from employers' career pages and applicant tracking systems (Greenhouse, Lever, Ashby, Workday and others) and a few public job boards; no LinkedIn or Indeed data. A page counts the ads for one role, in one country (in that country's currency) or remote (in US dollars), that publish a salary and are full-time or don't state a job type. Each ad counts once, at the midpoint of its range, as a yearly amount (hourly pay × 2,080 hours, monthly × 12). Amounts outside a plausible full-time range are dropped as parsing errors. This is advertised base pay: not bonus, commission or equity.

A page is published only with at least 30 ads from 5 or more employers, none of them more than a third of the ads, so no figure rests on a handful of ads or one big hirer. Most job ads don't publish pay, and those that do lean towards larger companies, technology, and US states that require a pay range in job ads. Each page has the full methodology.

Data licence: CC BY 4.0, free to use with a link to FindAJobAI.