Amit's data tools
PayLens

How each country measures pay

Every country on this site measures pay differently. None of them is wrong, but they are not interchangeable, and a comparison that ignores the difference will mislead you. Here is exactly what each figure is.

By country

CountryWhat the figure isSource
๐Ÿ‡บ๐Ÿ‡ธ United States Employer payroll survey of ~1.1m establishments US Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), May 2024
Public domain (US Government work)
๐Ÿ‡ฌ๐Ÿ‡ง United Kingdom 1% sample of PAYE records, full-time employees ONS, Annual Survey of Hours and Earnings (ASHE) Table 14, 2025 provisional
Open Government Licence v3.0
๐Ÿ‡จ๐Ÿ‡ฆ Canada 2021 Census wage distributions by NOC and economic region Employment and Social Development Canada, Job Bank wage data 2025
Open Government Licence โ€“ Canada
๐Ÿ‡ฆ๐Ÿ‡บ Australia Individual tax returns โ€” includes part-year and part-time filers Australian Taxation Office, Taxation Statistics 2023-24, Table 15
CC BY 4.0
๐Ÿ‡ธ๐Ÿ‡ฌ Singapore Full-time resident employees, private establishments with 25+ staff Singapore Ministry of Manpower, Occupational Wage Survey, June 2024
Singapore Open Data Licence
๐Ÿ‡ณ๐Ÿ‡ฟ New Zealand Household survey โ€” published only at ANZSCO major-group level Stats NZ, Household Labour Force Survey (income), June 2025 year
CC BY 4.0
๐Ÿ‡ฎ๐Ÿ‡ณ India ILO-harmonised national survey data, reported for ISCO-08 occupation groups. Covers employees only โ€” a minority of India's workforce, most of which is self-employed or informal. ILOSTAT, average monthly earnings of employees by occupation (ISCO-08), 2025
CC BY 4.0

The three traps

Mean versus median. A handful of very high earners drag an average upward. The median โ€” the middle person โ€” is almost always the more useful number, and it is what we lead with everywhere it exists.

Tax data versus payroll surveys. Australia's figures come from tax returns, so they include anyone who filed with that occupation, including people who worked part of the year. American and British figures come from employer records for full-time jobs. The Australian number will read lower for that reason alone in some occupations, and higher in others where side income is common.

Exchange rates versus purchasing power. Converting a salary at the market rate tells you what it is worth if you move the money out. It does not tell you how well someone lives on it. Every comparison page shows both.

What we do not do

We do not collect self-reported salaries, we do not model or estimate a figure a statistics office declined to publish, and we do not fill a gap with a near-enough occupation from another classification. Where a country suppressed an estimate โ€” as the ONS did for police officers in the 2025 provisional release โ€” the page says so and shows nothing.

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Published by

Amit Sharma

Auckland real-estate agent and marketer. Builds free, sourced data tools.