Sold by: Techmap
Deployed on AWS
A rolling 3-month feed of job postings for Finland (FI) with one file per day - on average 27.9K 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 Finland
- Window: Rolling 3 months - daily files, refreshed hourly
- Volume: on average 27.9K 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 Finland (FI), delivered as daily files refreshed hourly. With a population of 5.5M and a GDP per capita of $53.7K USD, Finland generates on average 27.9K 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_fi_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/fi
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: Finland (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 Finland at jobdatafeeds.com/data/countries/fi .
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 Finland - a new file every day, on average 27.9K new job postings per month (as of mid 2026).
- One gzipped JSON Lines file per day (techmap_jobs_fi_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 Finland.
Details
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Dimension | Description | Cost/month |
|---|---|---|
Product Access | Dimension that grants access to the product for subscribers. | $19.00 |
Dimensions summary
This listing uses a single pricing dimension called Product Access (Units), which grants subscribers access to the Finland job postings data feed. Billing runs on a contract basis for a set term, with the quantity controlling your access. You subscribe through your AWS account, and AWS consolidates the charge into your AWS invoice. The feed delivers a rolling 3-month window of Finland postings as daily files, refreshed hourly. There are no separate tiers or add-on dimensions here. Longer contract terms carry lower monthly rates than shorter ones, so your total cost depends on the term you choose.
Top-of-mind questions for buyers
You receive every job posting collected for Finland as daily gzip-compressed JSON Lines files on AWS S3, refreshed hourly. The feed holds a rolling 3-month window. There is no limit on posting volume per country — you get everything collected, not a capped amount.
No. The data feed always contains all postings for Finland. You apply your own filters in your pipeline using fields such as industry, occupation, company, or source portal. The feed cannot be narrowed before delivery, so your access covers the whole country regardless of how you later filter it.
You subscribe with your AWS account. AWS Data Exchange then grants your account read access to an S3 bucket where new daily files appear automatically. You read them directly or copy them to your own bucket using standard AWS tools. All data is stored in AWS eu-central-1 (Frankfurt).
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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://eu-central-1.console.aws.amazon.com/dataexchange/home?region=eu-central-1#/products/prodview-p2554p3tczbes ).
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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 Finland (FI) | All historical revisions | All future revisions | Not included | Not included |
Resources
Vendor resources
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