Provides transparent, reproducible methodology and live aggregate insights on a market often opaque to individual job seekers, highlighting stark seniority imbalances and slow hiring cycles.
3,900+ live data-job postings across Germany, Austria and Switzerland. 159 of them, 3.6%, are advertised as junior. That is ten senior openings for every junior one, and zero junior roles for data architects. Meanwhile the average posting has been open 53 days against a median of 14, so the market is not just top-heavy, it is slow at the top.
Live tracker : maps, country comparisons and role breakdowns, rebuilt every Monday. (Last updated: 30/07/2026)
Every Monday at 06:00 it queries the Adzuna API for 15 job titles in Germany, Austria and Switzerland, nationally, paginating until each search is exhausted. Results are deduplicated, classified, filtered to data roles, aggregated and published to the site automatically.
This is not a job board. It will not help you find a role, and it deliberately does not link to or republish individual postings. It exists to describe the shape of the market — how long roles stay open, how few are advertised as junior, which cities and countries hire in English — using aggregate figures only.
Job offerings per job-field
| Role family | Postings |
|---|---|
| AI / ML | 1,520 |
| Data engineer | 1,010 |
| BI developer | 399 |
| Data scientist | 395 |
| Data analyst | 290 |
| Data architect | 259 |
| DWH / ETL | 197 |
| Data consultant | 167 |
| Data governance | 99 |
| Analytics engineer | 71 |
Junior roles barely exist. 159 of 3906 postings, 3.9%, carry a
junior title. Ten senior openings for every junior one. data architect
has zero.
Jobs seniority comparison:
| Seniority | Postings | Share |
|---|---|---|
| Junior | 159 | 3.6% |
| Mid | 2,619 | 59.4% |
| Senior | 1,629 | 37.0% |
The search parameter is a keyword match, not a title match, so these queries overlap heavily and also drag in unrelated roles. Every posting is therefore reclassified from its own job title, not from the query that found it.
Weekly tracker of the data job market in Germany, Austria and Switzerland - not a job board, a market overview. 3,900+ live postings through a Databricks + Delta Lake pipeline, published free on GitHub Pages and updated weekly.
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