Bold claim: Repeated job ads distort Finland’s official vacancy numbers. And this is why you should care about how data is collected.
Yle’s investigative team, MOT, analyzed roughly half a million job postings on the state-backed Job Market Finland portal (Työmarkkinatori in Finnish) and found a pattern of artificially duplicated listings each month. Their goal was to measure how common repeat postings and what they call “serial advertisers” are on the site, and the findings reveal why the official vacancy statistics can be misleading.
One striking example shows a single job posting that appeared 46 times. Each instance counted as a separate vacancy in labor statistics, which inflates the total number of openings. In addition, the study found that staffing agencies are responsible for a large share of postings on the platform: about one in every three ads relates to short-term work posted by recruitment firms.
The investigation also uncovered that staffing agencies frequently advertise roles on behalf of unnamed “client companies.” MOT identified 163,000 such postings, which translate to nearly 350,000 reported jobs. In these cases, job seekers can’t tell whether the position exists now or if their information will be kept in a database for a potential future opening.
Under Job Market Finland’s rules, companies are not allowed to use the publicly funded service for marketing purposes or for building candidate databases. MOT’s findings suggest these practices are more common than the regulations would imply.
The study covers job ads published on Job Market Finland from January 1, 2024, to October 27, 2025. The dataset includes over 510,000 postings, advertising a total of 995,000 vacancies.
Why this matters: duplicate postings and sponsored listings can mislead job seekers and policymakers about the true availability of work, and they raise questions about transparency and the integrity of public employment data. This isn’t just a technical hiccup—it affects decisions on hiring, funding, and how we measure the health of the labor market.
Discussion prompts: Do you think the current reporting methods should adjust how duplicates are counted? Should there be stricter enforcement or clearer labeling for postings placed by staffing agencies or on behalf of unnamed clients? How would you redesign the system to balance transparency for job seekers with legitimate recruiting needs?
