Unemployment · Finland

Finland unemployment forecast

Unemployment (% of labor force, ILO modeled)

annualUnit: % of labor force, ILO modeledData through 2025

Model run: Sep 28, 2026 · TimesFM 2.5

12 months forecast · 2026

9.4%

Median forecast · p10-p90: 7.7% to 11.5%

Latest observed: 9.5% · 2025

Choose a horizon

The median and range update together.

History & forecast

White: observed history. Blue: forecast median. Shaded: p10-p90 model range.

6%7%8%9%10%11%12%13%201520202025HistoryForecast
6%8%10%12%2020HistoryForecast

Display-only line. World Bank data is annual: the forecasts are the yearly points marked on the chart. The monthly line between them is a straight-line interpolation for display, not a monthly forecast.

All values in % of labor force, ILO modeled

Model validation

HorizonTestsModel errorModelNo-change errorNo changeBand coverageCoverage
12 months50.79 pp0.76 pp100.0%
24 months41.29 pp1.38 pp100.0%
36 months31.40 pp1.38 pp66.7%

In these tests the model beat a no-change forecast at 1 of 3 horizons; no change was better or equal at the rest. Rolling backtests of this model on the latest revised history; overlapping forecast errors are not independent. The p10-p90 band is a model range, not a calibrated guarantee. Methodology · Forecast audit

Evidence & context

Source data

Source & observed data

YearValueChange
20259.5%+1.06 pp
20248.4%+1.25 pp
20237.1%+0.43 pp
20226.7%−0.90 pp
20217.6%−0.14 pp
20207.8%+1.06 pp
20196.7%−0.67 pp
20187.4%−1.28 pp
20178.6%−0.18 pp
20168.8%−0.56 pp

Sources & limits

Source: World Bank, World Development Indicators · SL.UEM.TOTL.ZS. Methodology · Forecast audit

Historical context

Outside the model

What could change this forecast?

The watchlist

A small, dated reading list. TimesFM sees the data series, not these stories. This context is not a trading signal.

No recent item selected for this series. We would rather leave this quiet than fill it with a weak match.

Selected for relevance, not a claim of causation. Source dates stay visible. Original reporting remains with its publisher.

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