---
title: "KarirAman Open Data: CSV and JSON Downloads"
description: "Download data that KarirAman compiles from official sources, as CSV and JSON, with a source and date on every row and a CC BY 4.0 licence."
lang: en
canonical: "https://kariraman.com/en/data/"
dateModified: "2026-10-08"
sources: []
---

> Markdown version of https://kariraman.com/en/data/. Cite that HTML page and its update date.

# Open data

KarirAman's compilations are free under CC BY 4.0. The original publisher is credited on every row.

- [Minimum wage](https://kariraman.com/en/minimum-wage/) [Indonesia minimum wages (UMP and UMK) 2026 (CSV)](https://kariraman.com/data/upah-minimum-2026.csv) [Indonesia minimum wages (UMP and UMK) 2026 (JSON)](https://kariraman.com/api/v1/minimum-wages/2026.json)
- [Average Salary in Indonesia: Official BPS Data](https://kariraman.com/en/salary/indonesia-average/) [Average net wage of employees in Indonesia (BPS Sakernas) (CSV)](https://kariraman.com/data/gaji-rata-rata-bps.csv) [Average net wage of employees in Indonesia (BPS Sakernas) (JSON)](https://kariraman.com/api/v1/salaries/official.json)
- [Minimum Wage Abroad for Indonesian Workers, by Country](https://kariraman.com/en/salary/abroad/) [Statutory minimum pay in destination countries (CSV)](https://kariraman.com/data/upah-minimum-luar-negeri.csv) [Statutory minimum pay in destination countries (JSON)](https://kariraman.com/api/v1/salaries/abroad.json)
- [Job Scam and Online Fraud Statistics in Indonesia](https://kariraman.com/en/job-scams/statistics/) [Job-scam and worker-protection statistics (CSV)](https://kariraman.com/data/statistik-penipuan.csv) [Job-scam and worker-protection statistics (JSON)](https://kariraman.com/api/v1/scam-statistics.json)
- [How to report a job scam or online scam in Indonesia: official channels for your situation](https://kariraman.com/en/job-scams/report/) [Official reporting and verification channels (CSV)](https://kariraman.com/data/kanal-resmi.csv) [Official reporting and verification channels (JSON)](https://kariraman.com/api/v1/channels.json)
- [Job checker: is this job offer a scam?](https://kariraman.com/en/check-a-job/) [Cek Loker job-scam warning-sign rules (CSV)](https://kariraman.com/data/aturan-cek-loker.csv) [Cek Loker job-scam warning-sign rules (JSON)](https://kariraman.com/api/v1/scam-rules.json)
- [Compare legal routes to work abroad: requirements, language, costs and minimum pay](https://kariraman.com/en/work-abroad/compare/) [Comparison of legal routes to work abroad (CSV)](https://kariraman.com/data/jalur-kerja-luar-negeri.csv) [Comparison of legal routes to work abroad (JSON)](https://kariraman.com/api/v1/abroad-routes.json)
- [Indonesia Job Scam Report 2026: official data on fake job offers and their tactics](https://kariraman.com/en/job-scams/report-2026/) [Indonesia fake job report: official figures and scam taxonomy (CSV)](https://kariraman.com/data/laporan-loker-bodong.csv) [Indonesia fake job report: official figures and scam taxonomy (JSON)](https://kariraman.com/api/v1/scam-report.json)

[datapackage.json](https://kariraman.com/data/datapackage.json) [/api/v1/index.json](https://kariraman.com/api/v1/index.json) [openapi.json](https://kariraman.com/api/v1/openapi.json)

Every file holds data that also appears on KarirAman's pages, with the source, date and verification status on every row. Unverified data and salary ranges from third-party job ads are never included.

When you use this data, credit KarirAman, the original publisher of the data (such as BPS or the provincial government), the date of the data and a link to this page.

[Guide for developers and researchers](https://kariraman.com/en/developers/)

Licence: [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). CC BY 4.0 applies to the KarirAman compilation. Every row names its original publisher; credit both KarirAman and the original publisher when you use this data.