Data sources

Official pay figures on CareerFlip come from the government statistics below, under the licences shown. None of these publishers has checked or endorsed how we use their data. Pay from live job ads comes from Adzuna and is labelled where it appears.

Occupational Employment and Wage Statistics

US Bureau of Labor Statistics

What we use it for
US pay by occupation, on career directions, /pay-check and the role guides.
Credit

Source: US Bureau of Labor Statistics.

Job Bank wages

Employment and Social Development Canada

What we use it for
Canadian pay by occupation, on career directions, /pay-check and the role guides.
Credit

Contains information licensed under the Open Government Licence – Canada.

O*NET® 31.0 Database

US Department of Labor, Employment and Training Administration

What we use it for
Matching US career directions to official occupations, and their names.
Licence
CC BY 4.0
Credit

This page includes information from the O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA.

Sico Software has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications.

OaSIS (Occupational and Skills Information System) 2025

Employment and Social Development Canada

What we use it for
Matching Canadian career directions to official occupations, and their names.
Credit

Contains information licensed under the Open Government Licence – Canada.

SOC 2020 coding index

Office for National Statistics

What we use it for
Matching UK career directions to official occupations, and their names.
Credit

Contains public sector information licensed under the Open Government Licence v3.0.

Annual Survey of Hours and Earnings

Office for National Statistics

What we use it for
UK pay by occupation, on career directions.
Credit

Contains public sector information licensed under the Open Government Licence v3.0.

We match these figures to the jobs CareerFlip suggests. To ask what we changed in a dataset, write to us.