Study: AI in job ads, Indonesia vs global (2026)
Explore the data: AI in job ads, Indonesia vs global
Pick a dataset, then a source and a group. The chart shows the share of ads; every point carries its ad count and 95% range.
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How to read this
- The keyword classifier for AI job titles is imperfect: its precision was 60.5% on Indonesian titles and 71.3% on global ones. Raw AI-title shares therefore run high, and higher in Indonesia.
- 95% ranges are Wilson intervals, except the 2026 job-family figures, which resample employers. Ads from one company tend to look alike, so a Wilson range can be too narrow.
- Cells with too few ads are not shown. An ad is not a hire, and Hacker News stands for technology employers, not the whole market.
Data as of . Licensed CC BY 4.0. Cite the study: Desman, K. (2026). AI in job ads: Indonesia vs global. LokerDollar Research.