## About

This **job postings data feed** provides the last 3 months of job postings for all 13 countries of the **MERCOSUR region** and is updated daily. At the time of writing (Jan 2025), we add 42k new job postings daily, or 1.3 million per month.

Our data feed is updated daily with a new exported file containing the newest job postings, while old files are removed after a 100-day (3 months) window. New job postings, aggregated from multiple sources, are added with a two-day delay to accommodate job listings relayed through API pipelines. For example, job listings from January 1st are made available on January 3rd.

We offer the job postings in JSON-L files, which are compressed (gzipped) for easier storage and faster downloads. The files are split by country and each file is named accordingly (e.g., us/techmap_jobs_us_2025-01-22.jsonl.gz) and contains the job ads for that specific day, with each job ad in a distinct JSON line.

To provide a broader perspective on the volume and trends of job postings, monthly statistics of job counts are readily accessible. Please visit our Data Explorer at [https://jobdatafeeds.com/data/unions/mercosur](https://jobdatafeeds.com/data/unions/mercosur) for a detailed overview of these figures.

## Use Cases

Job posting data can be used in many ways to extract actionable insights, for example, to boost your sales, marketing, investment, recruitment, business, or competitive intelligence!

* In **Sales Intelligence** job postings can help to generate new leads faster, easily find lookalikes of your customers, or enhance successful lead conversions.

* **Competitive Intelligence** is improved by identifying competitors faster or easily analyzing competitor's offerings. Additionally, job data can be leveraged to discern trends in their areas of expansion or contraction.

* For **Market Intelligence** job data can help to identify market trends faster, easily extract market insights, or support data-driven marketing decisions.

* In **Recruitment Intelligence** job data helps to identify hiring trends, market salaries, talent pools, and more.

* Furthermore, they can be used to backfill a profession-, language-, or workplace-specific Job Board.

For more use cases, see our [use-case overview](https://jobdatafeeds.com/#use-cases).

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## Metadata

Topic | Description

------|------------

Data Format(s) | JSON-Lines (gzip'ed)

Geographic coverage | 13 countries of MERCOSUR, but potentially global (see our other datasets and data feeds [here in ADX](https://aws.amazon.com/marketplace/seller-profile?id=seller-uwsowft76spzy) or visit our [Country Data Explorer](https://jobdatafeeds.com/data/countries))

Historical coverage | last 3 months (100 days) (for historical datasets see our other offerings [here in ADX](https://aws.amazon.com/marketplace/seller-profile?id=seller-uwsowft76spzy) or visit our [Country Data Explorer](https://jobdatafeeds.com/data/countries))

Update frequency | Daily

Update Mode | New files are added daily with a two day delay and old files are kept for 100 days.

File size range | On average ~50MB (gzip'ed) per file (with rare outliers up to 1GB for the USA)

Number of Job Postings | On Average 42k new job postings daily or 1.3m monthly (see [https://jobdatafeeds.com/data/unions/mercosur](https://jobdatafeeds.com/data/unions/mercosur))

Please note that we add job data with a two-day delay to accommodate job ads relayed through API pipelines (i.e. job postings from January the 1st are provided in the course of January the 3rd).

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## Pricing Information

This data set is available as a monthly subscription and includes the data files for job postings for at least the last 3 months (100 days) and is updated with new job postings daily. The data is for a customer's individual use and may not be resold.

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## Additional Information

If you're interested in different **bundles** (e.g., EU, Worldwide, DACH, BeNeLux, etc.) or **countries**, not yet listed in AWS Data Exchange, please visit our [job data product website](https://jobdatafeeds.com) or contact **data@techmap.io**. We can add data feeds for different bundles or countries in a few days.

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## Data excerpts / Data samples

To better understand our job data and the data structure, please [test our free data feed for Luxembourg on ADX](https://eu-central-1.console.aws.amazon.com/dataexchange/home?region=eu-central-1#/products/prodview-5kjktfuanmjai?offerId=offer-fxw30estvy9g0&duration=36) (Free Trial including historical data) or visit our [Job Data Overview](https://jobdatafeeds.com/job-data-overview) page.

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## More Questions?

If you have questions about our data products, please contact **data@techmap.io**

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## About Us

Techmap developed and operates [Techmap.io](https://techmap.io), a powerful global workplace search engine designed for developers, students, and freelancers to find companies that use specific technologies. To operate Techmap, we crawl the Internet daily and collect millions of international job postings. We extract information on the companies from their job ads to identify technologies and tools in use.

But we are not the only ones who find these job postings valuable, which is the reason we sell the same job listings we use to extract information on companies. See our [data product website (jobdatafeeds.com)](https://jobdatafeeds.com) for more information.