# Multi-source Jobs Data

Multi-source Jobs Data is designed to be used for **investment, market research, HR tech, and** **sales tech**.

| **Job boards and aggregators**                 | Multi-source Jobs data helps in seeking the best-in-class listings with high coverage. |
| ---------------------------------------------- | -------------------------------------------------------------------------------------- |
| **Used by employers, RPOs, and consultancies** | Explore labor market trends, and make competitive monitoring or sourcing easier.       |
| **Extract sales intent**                       | Multi-source Jobs data, extracting sales intent becomes even more convenient.          |
| **Deduplicated job feed**                      | Eliminated clutter and confusion by ensuring each job or company appears just once.    |

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## Summary

| Feature            | Details                              |
| ------------------ | ------------------------------------ |
| Available via      | Flat files/API                       |
| Delivery frequency | Daily, weekly, monthly and quarterly |
| Available formats  | Parquet, JSONL                       |
| Scraping since     | 2025-05                              |

## Related links

<table data-view="cards"><thead><tr><th></th></tr></thead><tbody><tr><td><a href="multi-source-jobs-data/dictionary-multi-source-jobs-data">Dictionary: Multi-source Jobs Data</a></td></tr><tr><td><a href="multi-source-jobs-data/sample-multi-source-jobs-data">Sample: Multi-source Jobs Data</a></td></tr><tr><td><a href="../jobs-api/multi-source-jobs-api">Multi-source Jobs API</a></td></tr></tbody></table>