For Educators

See which skills employers in your region are hiring for now

Track labor market developments and understand what skills employers seek. Use the data in education planning.

No card needed. After 14 days your account stays on Free.

  • Skills tracking

    See what skills employers seek right now. Data is collected daily from about 60 sources.

  • Industry trends

    Compare recruitment trends across industries and identify growing sectors.

  • Regional comparison

    Compare the labor market situation across different regions and municipalities.

  • Data export

    Export labor market data in Excel or CSV format for reporting and analysis.

How educators use the data

  • Daily updated view of the labor market's skill needs
  • Industry-specific recruitment trends
  • Language requirement analysis
  • Regional comparison by region
  • Data export for reporting

~60data sources

  • Company career pages
  • Recruitment platforms
  • Public job channels

In practice

A person responsible for a field of study can narrow the view to the institution’s region, see which skills postings mention most often, and compare with the previous period. If a skill or profession keeps growing for several months in a row, that is a signal to check whether the curriculum matches demand. The figures can be exported as Excel or CSV into an anticipation report or steering group material.

Where the figures come from and how they are counted: Methodology · Skills data

Frequently asked questions

The service gathers job postings daily from about 60 sources. You see what skills employers seek by industry and region, what language requirements exist, and how recruitment trends develop.

See the full history and the hidden jobs

Pro shows postings back to May 2025 and companies hiring without a public posting, and tracks unlimited regions, companies and skills with email alerts. 14 days free, no card.

For educators: skills demand data | Työmarkkinadata