About

Työmarkkinadata gathers job market signals from public sources and integrates them for better analysis and insights.

Read more at tyomarkkinadata.fi (opens in a new tab)

Methodology and definitions

Changelog

September 2026

New: The app is rebuilt on a new foundation, so pages open faster and moving between them is quicker

New: One sign-in screen: enter your email to sign in or create an account, and new accounts get a short first-run guide

New: Anyone can create a free account on their own, without a trial period

New: Articles section with analysis of the Finnish labour market

New: The monthly labour market report is published on a fixed schedule

Improved: Unknown addresses show a clear page-not-found page instead of the sign-in screen

August 2026

Fixed: Startup jobs from the a16z portfolio are collected again after the source site was rebuilt

Fixed: Jobly listings are collected reliably again

Improved: Daily checks on collected job volumes, so a drop in any source is caught the same day

July 2026

New: Watchlist alerts: watch regions and get one combined email when new signals match, managed on the new Alerts page

New: Weekly digest email with the changes that matter for what you follow

New: The front page market overview is open to everyone, no sign-in needed

New: Region pages show how quickly jobs get filled, plus the industry and language mix of open jobs

New: Skills that are learned together, on the skills and training pages

Improved: A free preview of hidden jobs, and upgrade prompts that show the price

Improved: Finnish, Swedish and English texts reviewed across the app

Known data gaps

Sources