## About

This **job postings dataset** provides historical and ongoing updates of job postings for **Malaysia (MY)**. As of 2023, Malaysia's population stands at 33.6M with a GDP per capita of 11.1K USD.

The dataset provides access to approximately 488 job posts daily. Approximately **615.3K job postings** are available in this dataset in total - currently, adding 14.7K month over month.

Our dataset **starts January 1st 2020** and is continuously extended. New data, aggregated from multiple sources, is added daily with a two-day delay to accommodate job listings relayed through API pipelines. For instance, job listings from January 1st are made available during the course of January 3rd.

We save each day's data in a **JSONL** file format. For easier storage and faster downloads, these files are compressed (gzipped). Each file is named accordingly (e.g., `techmap_jobs_my_2022-07-10.jsonl.gz`). Every single file contains the job ads for its corresponding day, with each job ad represented as a distinct JSON line.

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

## Use Cases

Job posting data can be used to extract actionable insights to boost your sales, market, investment, recruitment, business, or competitive intelligence!

* **Market intelligence** is all about understanding your business landscape. Job data can help to identify market trends faster, easliy extract market insights, or support data-driven marketing decisions.

* **Sales Intelligence** is about leveraging technology and data to gain insights into your potential customers, their behaviors, and trends in their markets. Job data helps to discover new leads faster, easily find lookalikes of your customers, or enhance successful lead conversions.

* **Competitive Intelligence** uncovers invaluable information about the competition. job data can help to identify competitors faster or easily analyze competitor's offerings. Additionally, it can be leveraged to discern trends in their areas of expansion or contraction.

* **Recruitment intelligence** focuses on collecting, analyzing, and interpreting recruitment-related information to streamline and optimize your hiring process. Job data helps to identify hiring trends, market salaries, talent pools, and more.

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 | One country but potentially global (see our other datasets here in ADX or in our [Country Data Explorer](https://jobdatafeeds.com/data/countries))

Historical coverage | Starting January 1st 2020

Update frequency | Daily

Update Type | Old files are stable but new files are added daily with a two day delay.

File size range | 0B - ~50MB (gzip'ed) per file

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 12-month subscription and includes the historic data starting January 1st, 2020 as well as job data added daily - until the subscription ends (if not renewed).

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## Additional Information

If you're interested in bigger **bundles** (e.g., EU, Worldwide, DACH, BeNeLux, etc.) or **other 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 datasets for other countries in a few days.

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## Data excerpts / Data samples

To get a feeling for our job data and the data structure please visit our [Job Data Overview](https://jobdatafeeds.com/job-data-overview) page and

* download our [data samples for US Job Postings from 2023-05-05](https://www.kaggle.com/datasets/techmap/us-job-postings-from-2023-05-05) or

* [Test our ADX Trial Product for Luxembourg](https://eu-central-1.console.aws.amazon.com/dataexchange/home?region=eu-central-1#/products/prodview-5kjktfuanmjai?offerId=offer-fxw30estvy9g0&duration=36)

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## More Questions?

If you have questions about our 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.