Historical archive of job postings for Ukraine (UA) with company, location, dates and salary where available: 2.5M job postings since 2020 (as of Sept. 2026), on average 28.2K new postings a month (as of mid 2026).
Snapshot range: 2020-01-01 through your subscription date
Job postings: 2.5M job postings (as of Sept. 2026), on average 28.2K new job postings per month (as of mid 2026)
Format: JSON Lines (gzip) via Amazon S3
Access: One-time purchase, 1-month download window, no renewal
About
This job postings dataset is a historical archive for Ukraine (UA). With a population of 43.8M, Ukraine has a GDP per capita of $4.8K USD. It contains all job postings we found from January 2020 through the date you subscribe, including title, company, location, dates, and salary where available - 2.5M job postings (as of Sept. 2026), on average 28.2K new job postings per month (as of mid 2026).
Once delivered, the archive is fixed: it won't include postings dated after your subscription date, and it isn't refreshed or extended afterward. If you need ongoing daily updates, subscribe to our 3-month data feed for Ukraine instead.
Job postings are provided as gzip-compressed JSON Lines files named techmap_jobs_ua_YYYY-MM-DD.jsonl.gz, one file per day and one posting per JSON line. Need CSV, XML, RSS, Atom or Parquet instead? Our conversion guide has ready-to-use code in JavaScript, Python, Java and bash.
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.
Historical Benchmarking - measure how hiring evolved over time, train or backtest models, or set a baseline before starting an ongoing feed.
Historical coverage: January 1, 2020 through your subscription date - fixed at signup, not extended afterward
Update frequency: None after signup - this is a historical archive
Delivery: Amazon S3 data access (AWS Data Exchange), delivered once
File size: ~50 MB (gzip) per file on average, up to ~1 GB in rare cases
Pricing Information
A single one-time purchase with a 1-month download window (no renewal). You receive the complete historical archive from January 1, 2020 up to your subscription date, delivered once. The data is licensed for the subscriber's own internal use and 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.
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
All job postings we found for Ukraine from January 2020 through your subscription date: 2.5M job postings (as of Sept. 2026), on average 28.2K new job postings per month (as of mid 2026).
One gzipped JSON Lines file per day for the archive period (techmap_jobs_ua_YYYY-MM-DD.jsonl.gz), delivered once via Amazon S3 - ready for ETL.
Aggregated from 195+ job boards, ATS platforms and aggregators. Need ongoing updates? See our 3-month data feed for Ukraine.
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
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.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
This listing uses a single Contract dimension, Product Access (Units), which grants you access to the historical job posting archive for Ukraine. You buy it as a one-time purchase for one country, billed through your AWS account. There are no tiers or instance sizes to choose from. The dataset covers every daily file from January 2020 to the present, delivered as compressed JSON Lines files in Amazon S3 via AWS Data Exchange. Access is per country, so you receive all postings collected for Ukraine rather than a filtered subset.
Top-of-mind questions for buyers
What exactly do I receive when I buy Product Access for the Ukraine historical dataset?
You receive every daily export file for Ukraine from January 2020 to today. Files arrive as gzip-compressed JSON Lines, one file per day, in Amazon S3 via AWS Data Exchange. Each line is one complete job posting. You get all Ukraine postings collected, not a filtered subset.
Is this a one-time purchase or a recurring subscription that keeps billing me?
It is a one-time purchase, not a recurring subscription. You pay once for the complete archive of Ukraine postings since January 2020. The historical dataset covers data older than three months. Ongoing current data is a separate per-month feed product, not part of this listing.
After purchase, how do I access the files, and are duplicate postings included?
AWS Data Exchange grants your AWS account read access to the S3 bucket where files appear. You pull them with the AWS CLI or any S3 tool. Duplicate postings are kept, not removed, and flagged with an isDuplicate field so you can filter them yourself.
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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.
This listing has moved. The historical job postings archive for Ukraine (UA) is now available as a one-time purchase in a new listing: https://aws.amazon.com/marketplace/pp?sku=7k8v831engc73jgwap09f6z36 - existing subscriptions are not affected.
A rolling 3-month feed of job postings for Ukraine (UA) with one file per day - on average 28.2K 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.
This listing has moved. The historical job postings archive for the United Arab Emirates (AE) is now available as a one-time purchase in a new listing: https://aws.amazon.com/marketplace/pp?sku=4ypz1yheqnxvco3hodenh78xp - existing subscriptions are not affected.
This listing has moved. The historical job postings archive for Australia (AU) is now available as a one-time purchase in a new listing: https://aws.amazon.com/marketplace/pp?sku=ayv79kjahwnfwva7uf9x7ec0k - existing subscriptions are not affected.