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Programming Language Job Demand Index — 2026
datamatastud · 2026-05-27 · via Hacker News: Show HN

Live RankingsFree

Ranked by active job listings across data engineering, backend, AI and web roles. See which languages employers are hiring for right now and how demand is shifting week over week.

How this data works

Languages tracked

16

Across data, backend, AI and web

Active listings

245

Currently indexed across all languages

Top language

Scala

81 active listings

Data cadence

Weekly

New snapshots from active job postings

All languages — ranked by job demand

How rankings are calculated

Active job listings

Each language is matched against skills extracted from real job listings scraped daily. Only currently active listings are counted — expired roles are excluded.

Weekly trend

The trend delta shows the change in listing count between the two most recent weekly snapshots. A positive number means demand increased; negative means it fell.

Explore related intelligence

Based on active job listings across data, backend, AI and web categories · Updated weekly