| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| pretty_name: "Arbeitsagentur Scraper" |
| size_categories: |
| - 10K<n<100K |
| tags: |
| - "reapx" |
| - "web-scraping" |
| - "open-data" |
| - "arbeitsagentur-scraper" |
| - "arbeitsagentur" |
| - "german" |
| - "federal" |
| - "board" |
| - "listings" |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: arbeitsagentur-scraper.jsonl |
| --- |
| |
|  |
|
|
| # Arbeitsagentur Scraper |
|
|
| Search the Bundesagentur für Arbeit job board and get one structured row per posting, with employer, occupation, location, coordinates, dates and a direct link. |
|
|
| | | | |
| | --- | --- | |
| | Rows in this dataset | 23,612 | |
| | Fields | 30 | |
| | Collector runs behind it | 54 | |
| | Most recent observation | 2026-08-04 | |
| | Browsable presentation | [https://reapx.dev/data/arbeitsagentur-scraper/](https://reapx.dev/data/arbeitsagentur-scraper/) — 3,577 entity pages | |
| | Run the collector yourself | [https://apify.com/reapx/arbeitsagentur-scraper](https://apify.com/reapx/arbeitsagentur-scraper) | |
|
|
| ## What this is |
|
|
| Every row here was returned by a real run of a public collector. Nothing is generated from a |
| template over a keyword list: a row exists because a run observed it. |
|
|
| A browsable presentation of the subset that carries an addressable `city` is published as |
| 3,577 entity pages at [https://reapx.dev/data/arbeitsagentur-scraper/](https://reapx.dev/data/arbeitsagentur-scraper/), one page per entity. **This dataset is |
| the larger of the two** — rows whose payload has no field that can address a page are here and |
| are not published there. |
|
|
| ## Provenance |
|
|
| Each row carries `_run_id` and `_dataset_id`, naming the collector run that produced it, so any |
| row can be traced back to the run that observed it. Rows observed by more than one run are |
| deduplicated on content; 7 duplicate observations were collapsed. |
|
|
| ## Files |
|
|
| - `arbeitsagentur-scraper.jsonl` — one JSON object per row, the canonical form |
| - `arbeitsagentur-scraper.csv` — the same rows flattened; nested values are JSON-encoded within their cell |
| so they round-trip |
| - `dataset.json` — schema.org `Dataset` metadata |
|
|
| ## Loading it |
|
|
| ```python |
| from datasets import load_dataset |
| ds = load_dataset("reapxdev/arbeitsagentur-scraper", split="train") |
| ``` |
|
|
| ## A sample of the published entities |
|
|
| - [Kfz-Mechatroniker (m/w/d) gesucht](https://reapx.dev/data/arbeitsagentur-scraper/1a-autoservice-karl-schellhorn-gmbh/) |
| - [Praktikum in der Pflege (m/w/d) K&S Seniorenresidenz Bad Her](https://reapx.dev/data/arbeitsagentur-scraper/bad-hersfeld/) |
| - [Hydraulik-Monteur (m/w/d)](https://reapx.dev/data/arbeitsagentur-scraper/burgthann/) |
| - [KFZ Mechaniker / Mechatroniker / Reifenservice (m/w/d)](https://reapx.dev/data/arbeitsagentur-scraper/ekz-rettenmaier-gmbh-co-kg/) |
| - [Kooperatives Studienmodell](https://reapx.dev/data/arbeitsagentur-scraper/g-glingen/) |
| - [Verkäufer mit Kassiertätigkeit (m/w/d)](https://reapx.dev/data/arbeitsagentur-scraper/hersbruck/) |
| - [Praktikum möglich!](https://reapx.dev/data/arbeitsagentur-scraper/kierspe/) |
| - [Magdeburg](https://reapx.dev/data/arbeitsagentur-scraper/magdeburg/) |
| - [Produktionsmitarbeiter (m/w/d)](https://reapx.dev/data/arbeitsagentur-scraper/oberlahr-westerwald/) |
| - [Hotelfachfrau/Hotelfachmann oder ähnliche Berufsausbildung (m/w/d)](https://reapx.dev/data/arbeitsagentur-scraper/regen/) |
| - [Produktionsmitarbeiter (m/w/d)](https://reapx.dev/data/arbeitsagentur-scraper/siershahn/) |
| - [Unna](https://reapx.dev/data/arbeitsagentur-scraper/unna/) |
|
|
| ## Related |
|
|
| - All sources: <https://reapx.dev/data/> · machine-readable index: <https://reapx.dev/llms.txt> |
| - The collector is a public Apify Actor; agents reach it through <https://mcp.apify.com> |
|
|
| ## Licence |
|
|
| Collected from public sources. This metadata and the published pages are |
| [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/); the underlying records remain under |
| the terms of their originating source. |
|
|
