# 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 identify the best-in-class listings with high-coverage data from job boards, company career pages, and ATS globally.                                                   |
| ---------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **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 posting appears just once. Records that refer to the same entity across multiple sources are identified and merged into a unified job record. |
| **Fresh and historical data**                  | Continuous 24/7 discovery of job postings. It includes refreshing active job postings as well as expired listings.                                                                                  |

***

## 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="/pages/iB9GDOmGF6KNRweO6RI8">Dictionary: Multi-source Jobs Data</a></td></tr><tr><td><a href="/pages/phNsj3UXw1h6y3teMg12">Sample: Multi-source Jobs Data</a></td></tr><tr><td><a href="/pages/KHwnh4qPsUfhWccDpkbd">Multi-source Jobs API</a></td></tr></tbody></table>


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