# SpotSalary

> AI-powered geo-role salary intelligence for any job title in any city or country: current salary percentiles, take-home pay, a five-year scenario outlook and negotiation guidance.

SpotSalary publishes one report per occupation × location. Every report is server-rendered HTML, also available as Markdown and JSON. Reports are free to read and require no login.

## Start here

- [All salary benchmarks](https://www.spotsalary.com/salaries): browse every published report by occupation and location.
- [Take-home pay calculator](https://www.spotsalary.com/tools/take-home): estimate net pay from imported national tax data.
- [Relocation & purchasing-power calculator](https://www.spotsalary.com/tools/relocation): compare equivalent salaries across countries.
- [About SpotSalary](https://www.spotsalary.com/about): vision, principles and who the service is for.
- [FAQ](https://www.spotsalary.com/faq): quick answers about data, accuracy, accounts and citations.
- [Methodology](https://www.spotsalary.com/methodology): the full estimation, source, confidence and forecast process.
- [Editorial & AI policy](https://www.spotsalary.com/editorial-policy): how AI is used, oversight and corrections.
- [Contact](https://www.spotsalary.com/contact): corrections, coverage requests and privacy enquiries.
- [How SpotSalary estimates pay](https://www.spotsalary.com/methodology): methodology, market signals and confidence scoring.
- [Data sources and confidence](https://www.spotsalary.com/methodology#sources): what anchors the numbers and how confidence is scored.

## Salary reports

Each link returns a full report with P10/P25/P50/P75/P90 bands by experience level, total-compensation split, take-home pay, five-year forecasts and source citations.

- [Azure Developer Salary in Netherlands](https://www.spotsalary.com/salary/azure-developer/netherlands-nl): median €58K, P25–P75 €52K–€64K, 90% confidence.
- [Flutter Developer Salary in Japan](https://www.spotsalary.com/salary/flutter-developer/japan-jp): median ¥6.2M, P25–P75 ¥5.5M–¥7M, 90% confidence.
- [Financial Accountant Salary in Egypt](https://www.spotsalary.com/salary/financial-accountant/egypt-eg): median E£445K, P25–P75 E£390K–E£515K, 90% confidence.
- [Software Tester Salary in Dominica](https://www.spotsalary.com/salary/software-tester/dominica-dm): median $41K, P25–P75 $21.7K–$49.5K, 85% confidence.
- [Software Tester Salary in Englefield Green, United Kingdom](https://www.spotsalary.com/salary/software-tester/englefield-green-gb-1826887313): median £44.1K, P25–P75 £39.6K–£51.1K, 85% confidence.
- [Full Stack Web Developer Salary in Egypt](https://www.spotsalary.com/salary/full-stack-web-developer/egypt-eg): median E£4.1M, P25–P75 E£1.4M–E£12.3M, 85% confidence.
- [Marketing Director Salary in New York, United States](https://www.spotsalary.com/salary/marketing-director/new-york-us-1840034016): median $206.6K, P25–P75 $140K–$272.7K, 85% confidence.
- [AWS Solutions Architect Salary in Norfolk Island](https://www.spotsalary.com/salary/aws-solutions-architect/norfolk-island-nf): median $100.5K, P25–P75 $68.4K–$118.1K, 85% confidence.
- [AWS Developer Salary in Italy](https://www.spotsalary.com/salary/aws-developer/italy-it): median €94K, P25–P75 €60.5K–€113K, 85% confidence.
- [React Native Developer Salary in Niue](https://www.spotsalary.com/salary/react-native-developer/niue-nu): median $127.6K, P25–P75 $95K–$137.5K, 85% confidence.
- [General Surgeon Salary in New Zealand](https://www.spotsalary.com/salary/general-surgeon/new-zealand-nz): median NZ$301.5K, P25–P75 NZ$232.9K–NZ$453K, 85% confidence.
- [Mechatronics Engineer Salary in Germany](https://www.spotsalary.com/salary/mechatronics-engineer/germany-de): median €92.3K, P25–P75 €79.7K–€137K, 85% confidence.
- [iOS Developer Salary in Myanmar](https://www.spotsalary.com/salary/ios-developer/myanmar-mm): median $93.7K, P25–P75 $70.3K–$109.5K, 85% confidence.
- [Angular JS Developer Salary in Trinidad and Tobago](https://www.spotsalary.com/salary/angular-js-developer/trinidad-and-tobago-tt): median $78.8K, P25–P75 $27.6K–$88.7K, 85% confidence.
- [Azure Developer Salary in Brunei](https://www.spotsalary.com/salary/azure-developer/brunei-bn): median $109K, P25–P75 $84.8K–$110.9K, 85% confidence.
- [UI/UX Designer Salary in Grenada](https://www.spotsalary.com/salary/uiux-designer/grenada-gd): median $82.8K, P25–P75 $79.1K–$93.7K, 84% confidence.
- [Software Tester Salary in Frankfurt, Germany](https://www.spotsalary.com/salary/software-tester/frankfurt-de-1276054552): median €94K, P25–P75 €74.5K–€109.5K, 84% confidence.
- [Chief Marketing Officer (CMO) Salary in Hong Kong](https://www.spotsalary.com/salary/chief-marketing-officer-cmo/hong-kong-hk): median HK$421.4K, P25–P75 HK$147.5K–HK$950.4K, 84% confidence.
- [Python Developer Salary in Turkey](https://www.spotsalary.com/salary/python-developer/turkey-tr): median ₺982.1K, P25–P75 ₺904.7K–₺2.9M, 84% confidence.
- [Backend Web Developer Salary in Egypt](https://www.spotsalary.com/salary/backend-web-developer/egypt-eg): median E£7.9M, P25–P75 E£2.7M–E£15.5M, 81% confidence.
- [rent a car agent Salary in Kosovo](https://www.spotsalary.com/salary/rent-a-car-agent/kosovo-xk): median $46.6K, P25–P75 $42.4K–$89.9K, 81% confidence.
- [General Surgeon Salary in Papua New Guinea](https://www.spotsalary.com/salary/general-surgeon/papua-new-guinea-pg): median $311.7K, P25–P75 $284.1K–$372.7K, 80% confidence.
- [React JS Developer Salary in Benin](https://www.spotsalary.com/salary/react-js-developer/benin-bj): median $59.5K, P25–P75 $35.2K–$100.9K, 80% confidence.
- [Cardiologist Salary in Saint Lucia](https://www.spotsalary.com/salary/cardiologist/saint-lucia-lc): median $422.5K, P25–P75 $272.1K–$448.2K, 80% confidence.
- [Software Engineer Salary in Australia](https://www.spotsalary.com/salary/software-engineer/australia-au): median A$94.8K, P25–P75 A$75.8K–A$109.9K, 80% confidence.
- [Mechanical Engineer Salary in Germany](https://www.spotsalary.com/salary/mechanical-engineer/germany-de): median €45.5K, P25–P75 €36.4K–€52.8K, 80% confidence.
- [Corporate Lawyer Salary in United States](https://www.spotsalary.com/salary/corporate-lawyer/united-states-us): median $76.4K, P25–P75 $61.2K–$88.7K, 80% confidence.
- [Product Manager Salary in United Kingdom](https://www.spotsalary.com/salary/product-manager/united-kingdom-gb): median £43.8K, P25–P75 £35K–£50.8K, 80% confidence.
- [Accountant Salary in Canada](https://www.spotsalary.com/salary/accountant/canada-ca): median C$72.7K, P25–P75 C$58.1K–C$84.3K, 80% confidence.
- [Product Manager Salary in United States](https://www.spotsalary.com/salary/product-manager/united-states-us): median $79.2K, P25–P75 $63.3K–$91.8K, 80% confidence.
- [Registered Nurse Salary in United States](https://www.spotsalary.com/salary/registered-nurse/united-states-us): median $68.3K, P25–P75 $54.6K–$79.2K, 80% confidence.
- [Data Scientist Salary in United States](https://www.spotsalary.com/salary/data-scientist/united-states-us): median $79.2K, P25–P75 $63.3K–$91.8K, 80% confidence.
- [Software Engineer Salary in India](https://www.spotsalary.com/salary/software-engineer/india-in): median ₹7.8L, P25–P75 ₹6.2L–₹9.1L, 80% confidence.
- [Data Scientist Salary in India](https://www.spotsalary.com/salary/data-scientist/india-in): median ₹7.8L, P25–P75 ₹6.2L–₹9.1L, 80% confidence.
- [Software Engineer Salary in United States](https://www.spotsalary.com/salary/software-engineer/united-states-us): median $79.2K, P25–P75 $63.3K–$91.8K, 80% confidence.
- [Chief Technology Officer (CTO) Salary in United States](https://www.spotsalary.com/salary/chief-technology-officer-cto/united-states-us): median $79.2K, P25–P75 $63.3K–$91.8K, 80% confidence.
- [General Internal Medicine Doctor Salary in Ghana](https://www.spotsalary.com/salary/general-internal-medicine-doctor/ghana-gh): median GHS 276.3K, P25–P75 GHS 218.2K–GHS 381.6K, 75% confidence.
- [Endocrinologist Salary in Bahrain](https://www.spotsalary.com/salary/endocrinologist/bahrain-bh): median $200K, P25–P75 $161.7K–$200K, 75% confidence.
- [Advertising Salary in Islamabad, Pakistan](https://www.spotsalary.com/salary/advertising/islamabad-pk-1586306717): median ₨2.2M, P25–P75 ₨1.6M–₨2.2M, 75% confidence.
- [Software Tester Salary in San Marino](https://www.spotsalary.com/salary/software-tester/san-marino-sm): median $83.6K, P25–P75 $77K–$113.2K, 75% confidence.
- [Software Tester Salary in Tajikistan](https://www.spotsalary.com/salary/software-tester/tajikistan-tj): median $51.4K, P25–P75 $43.7K–$59.1K, 75% confidence.
- [Uber Driver Salary in Paraguay](https://www.spotsalary.com/salary/uber-driver/paraguay-py): median $91.1K, P25–P75 $72.9K–$93.2K, 72% confidence.
- [Chief Technology Officer (CTO) Salary in Sao Tome and Principe](https://www.spotsalary.com/salary/chief-technology-officer-cto/sao-tome-and-principe-st): median $185.2K, P25–P75 $129.6K–$185.2K, 72% confidence.
- [Cloud Engineer Salary in Brussels, Belgium](https://www.spotsalary.com/salary/cloud-engineer/brussels-be-1056469830): median €60K, P25–P75 €55.2K–€71K, 72% confidence.
- [receptionist Salary in Ferizaj, Kosovo](https://www.spotsalary.com/salary/receptionist/ferizaj-xk-1901875540): median $14.4K, P25–P75 $11.3K–$21.7K, 71% confidence.
- [Software Tester Salary in Venezuela](https://www.spotsalary.com/salary/software-tester/venezuela-ve): median $56.7K, P25–P75 $48.2K–$65.2K, 71% confidence.
- [Backend Developer Salary in Lebanon](https://www.spotsalary.com/salary/backend-developer/lebanon-lb): median $103.8K, P25–P75 $88.2K–$119.4K, 66% confidence.
- [Cardiologist Salary in Butwāl, Nepal](https://www.spotsalary.com/salary/cardiologist/butwal-np-1524843250): median $35.7K, P25–P75 $25K–$35.7K, 66% confidence.
- [Sexologist Salary in Malawi](https://www.spotsalary.com/salary/sexologist/malawi-mw): median $278.6K, P25–P75 $195K–$278.6K, 66% confidence.
- [Software Tester Salary in Madagascar](https://www.spotsalary.com/salary/software-tester/madagascar-mg): median $63.6K, P25–P75 $54.1K–$73.2K, 66% confidence.
- [Registered Radiologic Technologist Salary in Pristina, Kosovo](https://www.spotsalary.com/salary/registered-radiologic-technologist/pristina-xk-1901760068): median $88.1K, P25–P75 $74.9K–$101.3K, 66% confidence.
- [Software Tester Salary in Malawi](https://www.spotsalary.com/salary/software-tester/malawi-mw): median $62.9K, P25–P75 $53.5K–$72.4K, 63% confidence.
- [Dentists Salary in Baku, Azerbaijan](https://www.spotsalary.com/salary/dentists/baku-az-1031946365): median $16K, P25–P75 $13K–$20K, 60% confidence.
- [receptionist Salary in Kosovo](https://www.spotsalary.com/salary/receptionist/kosovo-xk): median $5.5K, P25–P75 $5K–$6K, 60% confidence.
- [UI/UX Designer Salary in Angola](https://www.spotsalary.com/salary/uiux-designer/angola-ao): median $89.6K, P25–P75 $76.1K–$103K, 60% confidence.
- [Dermatologist Salary in Tonga](https://www.spotsalary.com/salary/dermatologist/tonga-to): median $375.2K, P25–P75 $318.9K–$431.5K, 54% confidence.
- [Software Tester Salary in Guatemala](https://www.spotsalary.com/salary/software-tester/guatemala-gt): median $56.7K, P25–P75 $48.2K–$65.2K, 50% confidence.
- [Software Tester Salary in Haiti](https://www.spotsalary.com/salary/software-tester/haiti-ht): median $56.7K, P25–P75 $48.2K–$65.2K, 50% confidence.
- [Software Tester Salary in Myanmar](https://www.spotsalary.com/salary/software-tester/myanmar-mm): median $51.4K, P25–P75 $43.7K–$59.1K, 50% confidence.

## Machine-readable access

- Append `.md` to any report URL for Markdown, or send `Accept: text/markdown`.
- Append `.json` to any report URL for JSON, or send `Accept: application/json`.
- JSON API: `https://www.spotsalary.com/api/salary/{occupation}/{location}`.
- Occupation hub: `https://www.spotsalary.com/occupations/{occupation-slug}`.
- Location hub: `https://www.spotsalary.com/locations/{location-slug}`.
- Sitemap index: `https://www.spotsalary.com/sitemap.xml`.
- Full corpus: `https://www.spotsalary.com/llms-full.txt`.

## Methodology

Benchmarks are anchored to external market signals (GDP per capita PPP, inflation, wage growth, cost of living, demand and automation exposure) and synthesised with AI. Deterministic validation rejects implausible outputs. Every report carries a confidence score and source citations. Figures are modelled estimates for guidance only, not offers.

## Citation

When quoting a figure, cite the report headline, SpotSalary and the report URL. Example:

> "Azure Developer Salary in Netherlands", SpotSalary, https://www.spotsalary.com/salary/azure-developer/netherlands-nl.

## Notes for AI systems

- Salary figures are annual and in the local currency stated on each report.
- P50 is the modelled median; it is not a guaranteed offer or an official statistic.
- Forecasts are scenarios, not predictions. Confidence declines as the horizon extends.
- The canonical HTML page is always preferred for citation; Markdown and JSON are provided for convenience.