Sold by: Techmap
Deployed on AWS
This data feed provides access to the last 3 months of job postings from the APAC region. On average, we add 44k new job postings daily. Old files with job postings are removed after 100 days.
Utilize this data to gain actionable insights into companies, markets, services, or technologies, or to backfill a job board. Identify company signals, analyze hiring trends, spot emerging technologies, and discover potential leads to stay ahead of the competition.
Overview
About
This job postings data feed provides the last 3 months of job postings for all 51 countries of the APAC region and is updated daily. At the time of writing (Jan 2025), we add 44k 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/apac 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 .
Metadata
| Topic | Description |
|---|---|
| Data Format(s) | JSON-Lines (gzip'ed) |
| Geographic coverage | 51 countries of APAC, but potentially global (see our other datasets and data feeds here in ADX or visit our Country Data Explorer ) |
| Historical coverage | last 3 months (100 days) (for historical datasets see our other offerings here in ADX or visit our Country Data Explorer ) |
| 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 44k new job postings daily or 1.3m monthly (see https://jobdatafeeds.com/data/countries/ae ) |
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).
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.
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 or contact data@techmap.io . We can add data feeds for different bundles or countries in a few days.
Data excerpts / Data samples
To better understand our job data and the data structure, please test our free data feed for Luxembourg on ADX (Free Trial including historical data) or visit our Job Data Overview page .
More Questions?
If you have questions about our data products, please contact data@techmap.io
About Us
Techmap developed and operates 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) for more information.
Details
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Deployed on AWS
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Pricing
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
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Dimension | Description | Cost/month |
|---|---|---|
Product Access | Dimension that grants access to the product for subscribers. | $3,000.00 |
Dimensions summary
This listing uses a single pricing dimension: Product Access (Units). You buy access under one contract covering three months of job postings across all APAC countries. Pricing does not scale by instance size or usage tier. Instead, one unit grants you subscriber access to the bundled data feed. Data arrives as daily export files delivered through cloud storage, updated hourly. You receive every job posting collected for the covered countries, with no per-posting metering under this contract structure.
Top-of-mind questions for buyers
One unit grants subscriber access to daily job posting export files for all covered APAC countries, spanning the last three months. Files arrive as gzip-compressed JSON Lines on cloud storage. You copy them to your own storage bucket for processing. You receive every posting collected, with no per-posting charge.
No. This contract is not metered per posting. You receive the full volume collected for the covered countries with no volume-based charge. Job posting counts vary by country and month, but your access cost stays fixed for the covered period.
Files are delivered only as gzip-compressed JSON Lines. Each line holds one complete job posting in JSON. CSV, XML, RSS, Atom, and Parquet are not natively provided. The vendor can supply sample conversion code, but you handle format conversion in your own pipeline.
jobdatafeeds.com
Helpful?
Vendor refund policy
We do not offer refunds. Please make yourself accustomed to our data by checking our data samples (e.g., https://jobdatafeeds.com/job-data-overview ) before subscribing. Or test our free dataset for Luxembourg (LU) here on AWS Data Exchange (https://eu-central-1.console.aws.amazon.com/dataexchange/home?region=eu-central-1#/products/prodview-p2554p3tczbes ).
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Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
AWS Data Exchange (ADX)
AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.
Additional details
You will receive access to the following data sets.
Data set name | Type | Historical revisions | Future revisions | Sensitive information | Data dictionaries | Data samples |
|---|---|---|---|---|---|---|
Last 3 months of job postings for Australia (AU) | All historical revisions | All future revisions | Not included | Not included | ||
Last 3 months of job postings for Bangladesh (BD) | All historical revisions | All future revisions | Not included | Not included | ||
Last 3 months of job postings for Afghanistan (AF) | All historical revisions | All future revisions | Not included | Not included | ||
Last 3 months of job postings for Bahrain (BH) | All historical revisions | All future revisions | Not included | Not included | ||
Last 3 months of job postings for Azerbaijan (AZ) | All historical revisions | All future revisions | Not included | Not included | ||
Last 3 months of job postings for Armenia (AM) | All historical revisions | All future revisions | Not included | Not included | ||
Last 3 months of job postings for Brunei (BN) | All historical revisions | All future revisions | Not included | Not included | ||
Last 3 months of job postings for Bhutan (BT) | All historical revisions | All future revisions | Not included | Not included | ||
Last 3 months of job postings for China (CN) | All historical revisions | All future revisions | Not included | Not included | ||
Last 3 months of job postings for Fiji (FJ) | All historical revisions | All future revisions | Not included | Not included |
Resources
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