Sold by: Techmap
Deployed on AWS
A rolling 3-month feed of job postings for India (IN) with one file per day - on average 579K new job postings per month (as of mid 2026). Older files roll off after 3 months. Ideal for job boards and always-current hiring signals.
Overview
Fast Facts
- Scope: All job postings we found for India
- Window: Rolling 3 months - daily files, refreshed hourly
- Volume: on average 579K new job postings per month (as of mid 2026)
- Format: JSON Lines (gzip) via Amazon S3
- Term: 1 / 3 / 12 months, auto-renews
About
This job postings data feed provides a rolling 3-month window of job postings for India (IN), delivered as daily files refreshed hourly. With a population of 1.4B and a GDP per capita of $2.3K USD, India generates on average 579K new job postings per month (as of mid 2026).
Every day a new file with the latest job postings is added; files older than 3 months are removed, so the feed always reflects roughly the last three months. New job postings, aggregated from multiple sources, refresh hourly and finalize about 48 hours after the calendar day.
Job postings are provided as gzip-compressed JSON Lines files named techmap_jobs_in_YYYY-MM-DD.jsonl.gz, one file per day, one JSON object per line, delivered via Amazon S3. Need CSV, XML, RSS, Atom or Parquet instead? Our conversion guide has ready-to-use code in JavaScript, Python, Java and bash.
Monthly job-count statistics and the full time series: https://jobdatafeeds.com/data/countries/in
Use Cases
Job postings are public job offerings - the roles, skills, locations and salaries companies hire for. That makes them an early business signal:
- Sales Intelligence - companies posting job offerings for roles your product supports are warm leads.
- Competitive Intelligence - your competitors' job offerings show which roles, skills and locations they invest in - new products, expansions or cutbacks before they are announced.
- Market Intelligence - measure hiring demand by industry, region or skill to spot trends early.
- Recruitment Intelligence - benchmark salaries, required skills and talent demand.
- Job Boards - fill a profession-, language- or region-specific job board with always-current job offerings.
For more use cases, see our use-case overview: https://jobdatafeeds.com/#use-cases
Metadata
- Data format: JSON Lines (gzip)
- Geographic coverage: India (one country; bundles and global coverage available separately)
- Historical coverage: Rolling last 3 months. For full history since 2020 see our Historical Job Postings listing.
- Update frequency: Hourly; each day's file finalizes ~48h later; files older than 3 months are removed
- Delivery: Amazon S3 data access (AWS Data Exchange)
- File size: ~50 MB (gzip) per file on average, up to ~1 GB in rare cases
Pricing Information
Available as a 1-, 3-, or 12-month subscription. The subscription always includes at least the last 3 months of job postings, delivered as daily files refreshed hourly. Licensed for the subscriber's own internal use; may not be resold.
Additional Information
For bundles (e.g., Global, EU, DACH, APAC, ASEAN, MERCOSUR or language spheres) or countries not yet listed on AWS Data Exchange, visit jobdatafeeds.com or contact data@techmap.io . We can add datasets or data feeds for other countries and bundles within a few days.
Data excerpts / Data samples
Test our free Luxembourg dataset and data feed on AWS Data Exchange , or browse our Job Data Overview for sample records and schema documentation. See the full monthly time series for India at jobdatafeeds.com/data/countries/in .
More Questions?
If you have questions about our data products, please contact data@techmap.io .
About Us
Techmap developed and operates Techmap.io , a global workplace search engine that crawls the web daily and collects millions of international job postings to analyze technology adoption in companies. See jobdatafeeds.com for details.
Highlights
- Rolling 3-month window of job postings for India - a new file every day, on average 579K new job postings per month (as of mid 2026).
- One gzipped JSON Lines file per day (techmap_jobs_in_YYYY-MM-DD.jsonl.gz) via Amazon S3; files older than 3 months are removed automatically.
- Need the full history since 2020? See our Historical Job Postings listing for India.
Details
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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. | $549.00 |
Dimensions summary
This listing offers one pricing dimension: Product Access, measured in Units. You subscribe through a contract that covers a 3-month term of job posting data for India. The data arrives as daily files you pull from an S3 bucket, refreshed hourly, covering a rolling 3-month window. The feed includes every job posting collected for India; you cannot buy a filtered subset. Billing runs through your AWS account, so no separate vendor contract is needed. Longer commitment terms carry different total rates. Because this is a single dimension, pricing does not scale across tiers or sizes.
Top-of-mind questions for buyers
You receive every job posting collected for India, delivered as daily gzip-compressed JSON Lines files. Each line is one complete job posting with fields like title, company, location, and skills. There is no cap on volume; you get everything collected within the rolling 3-month window. You cannot buy a filtered subset.
Scrapers run at least twice per day per source. The daily files on your S3 bucket are re-exported hourly and stabilize about two days after the target date. New files appear automatically once your subscription grants read access. A new posting typically appears within the next hourly export cycle.
No. This feed covers only a rolling 3-month window of job postings. Postings leave the feed after about three months. Data going back to January 2020 is sold separately as a one-time historical dataset purchase, not through this subscription.
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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 dataset for Luxembourg (LU) here on AWS Data Exchange (https://aws.amazon.com/marketplace/pp/prodview-fsbtggc4sskze ).
Legal
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 India (IN) | All historical revisions | All future revisions | Not included | Not included |
Resources
Vendor resources
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