Unemployment · Poland
Poland unemployment forecast
Unemployment (% of labor force, ILO modeled)
Model run: Sep 28, 2026 · TimesFM 2.5
12 months forecast · 2026
3.0%
Median forecast · p10-p90: 2.6% to 4.6%
24 months forecast · 2027
3.2%
Median forecast · p10-p90: 2.2% to 5.8%
36 months forecast · 2028
3.4%
Median forecast · p10-p90: 1.9% to 6.9%
Latest observed: 3.0% · 2025
Choose a horizon
The median and range update together.
History & forecast
White: observed history. Blue: forecast median. Shaded: p10-p90 model range.
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
| Horizon | Tests | Model errorModel | No-change errorNo change | Band coverageCoverage |
|---|---|---|---|---|
| 12 months | 5 | 0.33 pp | 0.17 pp | 100.0% |
| 24 months | 4 | 0.74 pp | 0.28 pp | 100.0% |
| 36 months | 3 | 1.50 pp | 0.35 pp | 100.0% |
A simple no-change forecast had lower or equal average error at every horizon in these tests. 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
| Year | Value | Change |
|---|---|---|
| 2025 | 3.0% | +0.17 pp |
| 2024 | 2.8% | +0.06 pp |
| 2023 | 2.7% | −0.07 pp |
| 2022 | 2.8% | −0.46 pp |
| 2021 | 3.3% | +0.11 pp |
| 2020 | 3.2% | −0.11 pp |
| 2019 | 3.3% | −0.57 pp |
| 2018 | 3.8% | −1.03 pp |
| 2017 | 4.9% | −1.27 pp |
| 2016 | 6.1% | −1.33 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?
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.