How every number on ExpatRate is computed

Anchor one: the market quote

Percentiles (P25, median, P75) for your role family, seniority, and country, from official statistics (BLS OEWS, ONS ASHE, ATO taxation statistics, CBS StatLine, Job Bank Canada, PSA) and cited recruiter sources. Every row lists its sources, sample size where stated, quality rating, and review date. Where no verified source exists, the cell stays an explicit gap.

Anchor two: the purchasing-power floor

Your net salary, transferred at World Bank private-consumption PPP rates, then grossed up at the target country's effective tax rate from legislated schedules. It answers what gross you need to live as well as today. It is a decision number, never an opening quote; when the market cannot fund it, the result says so and shows the gap.

Provenance

282 benchmark pages generated from the curated dataset. Sources, with the number of cells each backs:

Source	Cells
https://tahatu.govt.nz/our-data	38
https://opendata.cbs.nl/ODataApi/odata/86355NED/TypedDataSet	37
https://data.gov.au/data/dataset/taxation-statistics-2023-24	36
https://data.gov.au/data/dataset/faea4485-f407-457d-97f8-3f0822ccd654/resource/3286e287-ee87-4be4-87b2-56c5c6602009/download/ts24individual15occupationsex.xlsx	36
https://www.adecco.com/en-th/salary-guide/download-file?year=2025	35
https://data.gov.au/data/dataset/faea4485-f407-457d-97f8-3f0822ccd654/resource/3d033f17-e536-4d6f-b6ec-ce40709928d1/download/ts24individual14occupationsextaxableincomerange.xlsx	34
https://www.scribd.com/document/827448647/2025-Philippines-Salary-Guide-Michael-Page-Philippines	26
https://www.e-stat.go.jp/stat-search/file-download?statInfId=000040421132&fileKind=4	23
https://www.e-stat.go.jp/stat-search/file-download?statInfId=000040421120&fileKind=4	21
https://www.bls.gov/oes/tables.htm	21
https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/occupation4digitsoc2010ashetable14/2025provisional	18
https://www.morganmckinley.com/ie/salary-guide/technology/permanent-salaries	16
https://www.scribd.com/document/623182450/Robert-Walters-Salary-Survey	14
https://zaajira.com/blog/kenya-salary-guide-2026	13
https://www.prensa.com/economia/los-mejores-y-peores-salarios-de-cargos-directivos-en-panama/	13
https://www.robertwaltersafrica.com/our-services/salary-survey.html	13
https://maxishr.com/en/kenya/salary-benchmarking	12
https://leb.business/en/article/lebanon-salary-report-2026-what-workers-earn-by-sector-and-role	12
https://www.panamaamerica.com.pa/economia/cuanto-ganan-en-panama-los-altos-mandos-de-las-empresas-1231194	12
https://www.morganmckinley.com/sg/salary-guide/technology/permanent-salaries	12
https://www.morganmckinley.com/ie/salary-guide/executive-search/permanent-salaries	11
https://opendata.cbs.nl/#/CBS/nl/dataset/86355NED/table	11
https://businesstech.co.za/news/wealth/808581/38-jobs-in-south-africa-that-pay-over-r1-5-million-in-2025/	11
https://fr.linkedin.com/pulse/salaires-au-maroc-2026-grille-de-r%C3%A9f%C3%A9rence-par-secteur-et-niveau-rsjwf	10
https://www.reeracoen.com.my/en/articles/top-10-high-paying-jobs-in-malaysia-2025	9
https://www.dpsa.gov.za/policy-updates/nlrrm/remuneration_policy/annual_cost_of_living_adjustments/	9
https://www.buk.mx/blog/guia-salarial-salarios-en-mexico	8
https://itviec.com/report/vietnam-it-salary-and-recruitment-market	7
https://www.morganmckinley.com/ie/salary-guide/sales-marketing/permanent-salaries	6
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Technology&sector=Infrastracture	6
https://xpertize.africa/fr/articles/2026-06-09-salaire-minimum-cadre-dirigeant-maroc	6
https://psa.gov.ph/system/files/lsredsd/2-%28ons-cleared%29-2022%20OWS%20Tables-signed.pdf	6
https://www.dpsa.gov.za/dpsa2g/documents/rp/2025/Annexures%20a-h%20-%2001%20April%202025.xlsx	6
https://www.daijob.com/en/guide/expat-essentials/2026-salary-benchmarks-in-japan/	5
https://techcabal.com/2025/09/12/highest-paying-tech-jobs-in-nigeria/	5
https://www.konzerta.com/blog/mercado-laboral/index-de-salarios-pretendidos-en-panama/	5
https://egytech.fyi/report	4
https://www.roberthalf.com/ie/en/insights/salary-guide/technology	4
https://www.mhlw.go.jp/toukei/itiran/roudou/chingin/kouzou/z2025/dl/08.pdf	4
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Technology&sector=Software%20Development	4
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Engineering%20%26%20Manufacturing&sector=Electrical%20%26%20Electronics	4
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Healthcare%20%26%20Life%20Science&sector=Healthcare%20%26%20Life%20Science	4
https://xpertize.africa/en/articles/2026-04-27-morocco-salary-grid-2026-complete-guide	4
https://www.caorijk.nl/cao-rijk/1.-algemeen/hoofdstuk-6/6-3-de-salarisschalen-en-maandbedragen-per-1-juli-2026	4
https://www.hays.net.nz/web/hays-nz-technology/career-advice/the-highest-paying-it-jobs-new-zealand	4
https://www.jobbank.gc.ca/wagereport/occupation/1035	3
https://resources.instahyre.com/blog/data-scientist-salary-in-india/	3
https://www.tui.ie/salary-scales-second-level-/common-basic-scale-post-1111.5778.html	3
https://www.morganmckinley.com/ie/salary-guide/life-sciences-engineering/permanent-salaries	3
https://www.roberthalf.com/ie/en/insights/salary-guide/finance-and-accounting	3
https://healthservice.hse.ie/documents/10686/1_June_2026_pay_scales.pdf	3
https://www.morganmckinley.com/ie/salary-guide/hr/permanent-salaries	3
https://www.morganmckinley.com/ie/salary-guide/supply-chain-procurement/permanent-salaries	3
https://www.robertwalters.co.jp/en/expertise/technology-and-transformation/development-jobs.html	3
https://summitrecruitment-search.com/career-levels/executive-level/	3
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Technology&sector=Leadership	3
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Technology&sector=Analytics	3
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Engineering%20%26%20Manufacturing&sector=Industrial%20Manufacturing	3
https://eternity-recruitment.com/2026-salary-guide-for-popular-jobs-in-malaysia/	3
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Accounting%20%26%20Finance&sector=Accounting%20%26%20Finance	3
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Human%20Resources%20(HR)&sector=Services	3
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Marketing&sector=Digital	3
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Procurement%20%26%20Supply%20Chain&sector=Procurement%20%26%20Supply%20Chain	3
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Sales&sector=Services	3
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00014-information-technology-manager	3
https://www.morganmckinley.com/sg/salary-guide/accounting-finance/permanent-salaries	3
https://www.morganmckinley.com/sg/salary-guide/hr/permanent-salaries	3
https://www.morganmckinley.com/sg/salary-guide/supply-chain-procurement/permanent-salaries	3
https://businesstech.co.za/news/government/862110/this-is-how-much-money-teachers-get-paid-in-south-africa-in-2026/	3
https://app.bot.or.th/BTWS_STAT/statistics/BOTWEBSTAT.aspx?reportID=667&language=ENG	3
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011302112	3
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011302113	3
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011302114	3
https://www.yourcareer.gov.au/occupations/135111/chief-information-officer	2
https://au.seek.com/career-advice/role/engineering-manager/salary	2
https://www.roberthalf.com/ca/en/job-details/senior-software-engineerdeveloper	2
https://resources.instahyre.com/blog/software-engineer-salary-in-india/	2
https://resources.instahyre.com/blog/engineering-manager-salary-in-india/	2
https://www.cso.ie/en/releasesandpublications/ep/p-eaads/earningsanalysisusingadministrativedatasources2024/annualearnings/	2
https://www.morganmckinley.com/ie/salary-guide/projects-change/permanent-salaries	2
https://www.morganmckinley.com/ie/salary-guide/accounting-finance/permanent-salaries	2
https://www.e-stat.go.jp/stat-search/file-download?statInfId=000040421137&fileKind=4	2
https://untalent.org/contract/no-c/in-lebanon	2
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Executive&sector=Executive	2
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Accounting%20%26%20Finance&sector=Tax	2
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Sales&sector=FMCG	2
https://www.michaelpage.com.my/salary-benchmark-tool?discipline=Procurement%20%26%20Supply%20Chain&sector=Logistics	2
https://www.rrhhdigital.mx/secciones/mercado-laboral/5091/Tecnologia-y-datos-impulsan-los-salarios-mas-altos-en-Mexico-revela-Guia-Salarial-2026	2
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00151-data-scientist	2
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T01095-user-experience-designer	2
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00353-secondary-school-teacher	2
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T01090-engineering-manager	2
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00101-accountant-and-auditor	2
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00029-human-resources-manager	2
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00007-marketing-manager	2
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00027-supply-chain-manager	2
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T01094-product-development-manager	2
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00008-sales-manager	2
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00131-software-developer	2
https://ui.edu.ng/content/salary-scale-0	2
https://www.learnsignal.com/blog/acca-in-nigeria/	2
https://revistaleapanama.com/2026/06/21/leve-recuperacion-en-mayo-en-los-salarios-requeridos-por-los-panamenos/	2
https://www.enelmediopanama.com/2026/06/20/aspiraciones-salariales-repuntan-levemente-en-mayo-pero-siguen-por-debajo-del-arranque-de-2026/	2
https://businessmirror.com.ph/2025/11/26/psa-data-industry-wages-show-3-fold-gap-in-2024/	2
https://web.archive.org/web/20241007124350/https://psa.gov.ph/system/files/lsredsd/2-%28ons-cleared%29-2022%20OWS%20Tables-signed.pdf	2
https://businesstech.co.za/news/wealth/808582/5-year-experience-jobs-in-south-africa-that-will-make-you-millionaire/	2
https://www.dpsa.gov.za/dpsa2g/documents/rp/2025/Appendices%20A%20-%20E.xlsx	2
https://www.dpsa.gov.za/policy-updates/nlrrm/remuneration_policy/sms_remuneration_matters/	2
https://www.michaelpage.co.th/salary-comparison-tool/data-engineer-salaries	2
https://www.michaelpage.co.th/salary-comparison-tool/product-manager-salaries	2
https://www.michaelpage.co.th/salary-comparison-tool/sales-manager-salaries	2
https://www.michaelpage.co.th/salary-comparison-tool/senior-software-developer-salaries	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015205113	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015205114	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013201113	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013201114	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013107113	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013107114	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015124113	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015124114	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013108113	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013108114	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000041401113	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000041401114	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015125213	2
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015125214	2
https://www.vietnamworks.com/muc-luong/it-manager	2
https://www.abs.gov.au/statistics/labour/earnings-and-working-conditions/employee-earnings-and-hours-australia/latest-release	1
https://au.seek.com/career-advice/role/product-manager/salary	1
https://www.gulftalent.com/bahrain/salaries/project-engineer	1
https://www.gulftalent.com/bahrain/salaries/civil-engineer	1
https://www.gulftalent.com/bahrain/salaries/electrical-engineer	1
https://www.gulftalent.com/bahrain/salaries/senior-accountant	1
https://www.jobbank.gc.ca/wagereport/occupation/296427	1
https://www.jobbank.gc.ca/wagereport/occupation/227147	1
https://www.roberthalf.com/ca/en/insights/salary-guide/technology	1
https://www.roberthalf.com/ca/en/job-details/project-manager-technology	1
https://www.jobbank.gc.ca/wagereport/occupation/5703	1
https://www.jobbank.gc.ca/wagereport/occupation/1734	1
https://www.jobbank.gc.ca/wagereport/occupation/4709	1
https://www.jobbank.gc.ca/wagereport/occupation/15904	1
https://www.jobbank.gc.ca/wagereport/occupation/22389	1
https://www.jobbank.gc.ca/wagereport/occupation/2757	1
https://www.jobbank.gc.ca/wagereport/occupation/17846	1
https://www.jobbank.gc.ca/wagereport/occupation/1225	1
https://www.jobbank.gc.ca/wagereport/occupation/116	1
https://www.jobbank.gc.ca/wagereport/occupation/1713	1
https://www.jobbank.gc.ca/wagereport/occupation/993	1
https://www.jobbank.gc.ca/wagereport/occupation/17414	1
https://www.jobbank.gc.ca/wagereport/occupation/274	1
https://www.roberthalf.com/ca/en/job-details/chief-information-officer	1
https://www.jobbank.gc.ca/wagereport/occupation/1465	1
https://www.roberthalf.com/ca/en/job-details/it-director	1
https://www.jobbank.gc.ca/wagereport/occupation/12309	1
https://www.jobbank.gc.ca/wagereport/occupation/21001	1
https://www.jobbank.gc.ca/wagereport/occupation/25047	1
https://www.roberthalf.com/ca/en/job-details/product-manager	1
https://www.jobbank.gc.ca/wagereport/occupation/26635	1
https://www.roberthalf.com/ca/en/job-details/chief-technology-officer	1
https://www.jobbank.gc.ca/wagereport/occupation/22548	1
https://www.stepstone.de/gehalt/Data-Scientist.html	1
https://www.stepstone.de/gehalt/CFO.html	1
https://www.stepstone.de/gehalt/Leiter-in-Controlling.html	1
https://www.stepstone.de/gehalt/Senior-Controller.html	1
https://www.stepstone.de/gehalt/HR-Director.html	1
https://www.stepstone.de/gehalt/Head-of-HR.html	1
https://www.stepstone.de/gehalt/Personalmanager-in.html	1
https://www.stepstone.de/gehalt/IT-Leiter-in.html	1
https://www.stepstone.de/gehalt/Abteilungsleiter-in-IT.html	1
https://www.stepstone.de/gehalt/Bereichsleiter-in-Logistik.html	1
https://www.stepstone.de/gehalt/Logistik-Leiter-in.html	1
https://www.stepstone.de/gehalt/Supply-Chain-Manager.html	1
https://www.stepstone.de/gehalt/Head-of-Sales.html	1
https://www.stepstone.de/gehalt/Vertriebsleiter-in.html	1
https://www.stepstone.de/gehalt/Key-Account-Manager.html	1
https://www.stepstone.de/gehalt/Head-of-Engineering.html	1
https://www.stepstone.de/gehalt/Teamleiter-in-IT.html	1
https://www.stepstone.de/gehalt/Software-Entwickler-in.html	1
https://www.morganmckinley.com/ie/salary-guide/construction/permanent-salaries	1
https://www.gulftalent.com/kuwait/salaries/graphic-designer	1
https://www.gulftalent.com/kuwait/salaries/civil-engineer	1
https://www.gulftalent.com/kuwait/salaries/mechanical-engineer	1
https://www.gulftalent.com/kuwait/salaries/electrical-engineer	1
https://www.gulftalent.com/kuwait/salaries/finance-manager	1
https://www.gulftalent.com/kuwait/salaries/senior-accountant	1
https://www.gulftalent.com/kuwait/salaries/operations-manager	1
https://www.gulftalent.com/kuwait/salaries/sales-manager	1
https://untalent.org/jobs/education-specialist-arabic-north-lebanon-area-1	1
https://today.lorientlejour.com/article/1331441/lebanons-nursing-community-reaches-breaking-point.html	1
https://www.businessnews.com.lb/cms/Story/StoryDetails.aspx?ItemID=12376	1
https://leb.business/en/article/tech-salaries-in-lebanon-what-engineers-actually-earn-in-2026	1
https://bebee.com/mx/salaries/ingeniero-de-datos	1
https://www.michaelpage.com.mx/salary-comparison-tool/director-de-finanzas-salarios	1
https://www.michaelpage.com.mx/salary-comparison-tool/gerente-de-contabilidad-salarios	1
https://www.michaelpage.com.mx/salary-comparison-tool/director-de-recursos-humanos-salarios	1
https://www.michaelpage.com.mx/salary-comparison-tool/director-de-tecnologia-salarios	1
https://www.michaelpage.com.mx/salary-comparison-tool/gerente-de-marketing-salarios	1
https://www.michaelpage.com.mx/salary-comparison-tool/director-de-operaciones-salarios	1
https://www.michaelpage.com.mx/salary-comparison-tool/gerente-de-cadena-de-suministro-salarios	1
https://www.michaelpage.com.mx/salary-comparison-tool/gerente-de-producto-salarios	1
https://www.michaelpage.com.mx/salary-comparison-tool/director-comercial-salarios	1
https://www.michaelpage.com.mx/salary-comparison-tool/gerente-de-ventas-salarios	1
https://xpertize.africa/fr/articles/2026-07-02-salaire-data-scientist-maroc	1
https://clicpaie.ma/blogs/salaire-moyen-maroc/	1
https://xpertize.africa/fr/articles/2026-07-21-salaire-directeur-supply-chain-maroc	1
https://xpertize.africa/fr/articles/2026-07-10-salaire-developpeur-logiciel-maroc	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00013-security-manager	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00141-information-security-engineer	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00120-information-security-analyst	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00145-information-technology-project-manager	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00087-project-manager	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00040-school-principal	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00165-civil-engineer	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00001-chief-executive	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00049-medical-and-health-services-manager	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00459-clinical-nurse-specialist	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00454-registered-nurse	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00081-human-resources-specialist	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00094-marketing-specialist	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00084-logistics-specialist	1
https://tahatu.govt.nz/work/explore-career-ideas/occupation/T00650-technical-sales-representative	1
https://www.hays.net.nz/web/hays-nz-technology/software-developer-jobs/salary	1
https://nairametrics.com/2026/05/21/top-7-highest-paid-nigerian-bank-ceos-in-2025/	1
https://blog.thecareerbuddy.com/salary-guide/marketing-manager-nigeria	1
https://www.gulftalent.com/oman/salaries/project-engineer	1
https://www.gulftalent.com/oman/salaries/english-teacher	1
https://www.gulftalent.com/oman/salaries/civil-engineer	1
https://www.gulftalent.com/oman/salaries/mechanical-engineer	1
https://www.gulftalent.com/oman/salaries/electrical-engineer	1
https://www.gulftalent.com/oman/salaries/finance-manager	1
https://www.gulftalent.com/oman/salaries/senior-accountant	1
https://www.gulftalent.com/oman/salaries/general-manager	1
https://www.gulftalent.com/oman/salaries/human-resources-manager	1
https://www.gulftalent.com/oman/salaries/information-technology-manager	1
https://www.gulftalent.com/oman/salaries/operations-manager	1
https://www.gulftalent.com/oman/salaries/sales-manager	1
https://www.enelmediopanama.com/2026/01/19/aspiracion-salarial-en-panama-cierra-2025-en-usd-1068-segun-konzerta/	1
https://www.laestrella.com.pa/panama/nacional/caja-de-seguro-social-abre-mas-de-70-plazas-para-medicos-especialistas-a-nivel-nacional-KB19093768	1
https://www.robertwalters.com.ph/our-services/salary-survey.html	1
https://www.gulftalent.com/qatar/salaries/finance-manager	1
https://www.gulftalent.com/qatar/salaries/senior-accountant	1
https://www.gulftalent.com/qatar/salaries/human-resources-manager	1
https://www.gulftalent.com/qatar/salaries/procurement-manager	1
https://www.gulftalent.com/qatar/salaries/operations-manager	1
https://www.gulftalent.com/qatar/salaries/sales-manager	1
https://www.gulftalent.com/saudi-arabia/salaries/data-analyst	1
https://www.gulftalent.com/saudi-arabia/salaries/chief-financial-officer	1
https://www.gulftalent.com/saudi-arabia/salaries/finance-manager	1
https://www.gulftalent.com/saudi-arabia/salaries/senior-accountant	1
https://www.gulftalent.com/saudi-arabia/salaries/hr-director	1
https://www.gulftalent.com/saudi-arabia/salaries/human-resources-manager	1
https://www.gulftalent.com/saudi-arabia/salaries/information-technology-manager	1
https://www.gulftalent.com/saudi-arabia/salaries/chief-operating-officer	1
https://www.gulftalent.com/saudi-arabia/salaries/supply-chain-manager	1
https://www.gulftalent.com/saudi-arabia/salaries/operations-manager	1
https://www.gulftalent.com/saudi-arabia/salaries/sales-manager	1
https://www.gulftalent.com/saudi-arabia/salaries/senior-software-engineer	1
https://www.michaelpage.co.th/salary-comparison-tool/it-security-manager-salaries	1
https://www.michaelpage.co.th/salary-comparison-tool/data-scientist-salaries	1
https://www.michaelpage.co.th/salary-comparison-tool/engineering-manager-salaries	1
https://www.michaelpage.co.th/salary-comparison-tool/financial-controller-salaries	1
https://www.michaelpage.co.th/salary-comparison-tool/accounting-manager-salaries	1
https://www.adecco.com/en-th/salary-guide	1
https://www.adecco.com/en-th/news-events/salaryguide-2026-press-release	1
https://www.michaelpage.co.th/salary-comparison-tool/it-director-salaries	1
https://www.michaelpage.co.th/salary-comparison-tool/it-manager-salaries	1
https://www.michaelpage.co.th/salary-comparison-tool/head-of-marketing-salaries	1
https://www.michaelpage.co.th/salary-comparison-tool/marketing-manager-salaries	1
https://www.michaelpage.co.th/salary-comparison-tool/digital-marketing-manager-salaries	1
https://www.michaelpage.co.th/salary-comparison-tool/supply-chain-manager-salaries	1
https://www.michaelpage.co.th/salary-comparison-tool/plant-manager-salaries	1
https://www.gulftalent.com/uae/salaries/senior-data-engineer	1
https://www.gulftalent.com/uae/salaries/data-scientist	1
https://www.gulftalent.com/uae/salaries/finance-director	1
https://www.gulftalent.com/uae/salaries/finance-manager	1
https://www.gulftalent.com/uae/salaries/senior-accountant	1
https://www.gulftalent.com/uae/salaries/hr-director	1
https://www.gulftalent.com/uae/salaries/senior-human-resources-manager	1
https://www.gulftalent.com/uae/salaries/human-resources-manager	1
https://jobxdubai.com/salaries-2026/chief-technology-officer-cto-technology-executive-leadership-salary-dubai-2026	1
https://rfsonhr.com/job-descriptions/technology/chief-technical-officer/	1
https://www.gulftalent.com/uae/salaries/technology-director	1
https://www.gulftalent.com/uae/salaries/information-technology-manager	1
https://www.gulftalent.com/uae/salaries/chief-operating-officer	1
https://www.gulftalent.com/uae/salaries/supply-chain-manager	1
https://www.gulftalent.com/uae/salaries/operations-manager	1
https://www.gulftalent.com/uae/salaries/sales-director	1
https://www.gulftalent.com/uae/salaries/senior-sales-manager	1
https://www.gulftalent.com/uae/salaries/sales-manager	1
https://www.gulftalent.com/uae/salaries/head-of-engineering	1
https://www.gulftalent.com/uae/salaries/lead-software-engineer	1
https://www.gulftalent.com/uae/salaries/senior-software-engineer	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015205115	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015205112	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011303112	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011303113	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011303114	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013201115	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013201112	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011312112	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011312113	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011312114	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013107115	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013107112	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015124115	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015124112	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011307112	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011307113	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011307114	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013108115	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000013108112	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011202212	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011202213	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000011202214	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000041401115	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000041401112	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015125215	1
https://api.bls.gov/publicAPI/v2/timeseries/data/OEUN000000000000015125212	1
https://www.vietnamworks.com/muc-luong/mechanical-engineer	1
https://www.vietnamworks.com/muc-luong/cto	1
https://www.vietnamworks.com/muc-luong/factory-manager	1
https://www.vietnamworks.com/muc-luong/operations-manager	1

Estimates from public market data, indicative only. Not financial, tax, or legal advice.