AI Income Risk · Real Estate
Liberecký kraj
ProofIndex score 58/100 (Moderate Risk) · high confidence
ProofIndex score: 58/100 (Moderate Risk risk).
Moderate Risk is this area's band among covered Czech Republic markets, not an expected outcome. Confidence (high) describes how complete and direct the input data is, not how accurate a prediction would be.
Scoring period 2026-Q3 · high data confidence
Liberecký kraj (Czech Republic) shows moderate exposure in ProofIndex’s scoring, with a ProofIndex score of 58/100 (Moderate Risk). The biggest contributor is housing leverage. This measures how leveraged local mortgage borrowers are, based on loan-to-value, debt-to-income, and price-to-income.
Key risk drivers
- Housing Leverage: 76/100
- How leveraged local mortgage borrowers are, based on loan-to-value, debt-to-income, and price-to-income.
- Employment Vulnerability: 51/100
- How exposed local jobs are to AI automation, based on the area’s occupation mix.
- Income Concentration: 30/100
- How concentrated local income is in higher-paid, AI-exposed work.
- Resilience Factors: 10/100
- Local economic buffers such as savings, benefits, and job diversity that can absorb an income shock.
Where this score comes from
Every ProofIndex pillar uses published statistics. Review the sources behind this area's score, when each was released, and its known limitations.
- Employment Vulnerability: ČSÚ — VŠPS
- Labour Force Survey occupation mix · Official statistics · Regional · vintage 2024. Occupation mix is direct at regional level; smaller districts may inherit and adjust regional structure.
- Income Concentration: ČSÚ — Czech Statistical Office
- Czech statistical indicators · Official statistics · Regional / district · vintage 2024-2025. Official regional data; some district-level housing inputs are modelled from available market and labor indicators.
- Housing Leverage: ČSÚ — Czech Statistical Office
- Czech statistical indicators · Official statistics · Regional / district · vintage 2024-2025. Official regional data; some district-level housing inputs are modelled from available market and labor indicators.
- Rental Market Exposure: ČSÚ — Czech Statistical Office
- Czech statistical indicators · Official statistics · Regional / district · vintage 2024-2025. Official regional data; some district-level housing inputs are modelled from available market and labor indicators.
- Resilience Factors: ČSÚ — Czech Statistical Office
- Czech statistical indicators · Official statistics · Regional / district · vintage 2024-2025. Official regional data; some district-level housing inputs are modelled from available market and labor indicators.
Frequently asked questions
Is Liberecký kraj at risk from AI job losses?
ProofIndex does not forecast job losses. It measures how exposed local incomes are: a higher score means more of the local wage base comes from work that AI is changing. On that measure, Liberecký kraj sits near the middle of the covered Czech Republic markets. It scores 58/100 (Moderate Risk) overall, and 51/100 on employment vulnerability, which measures how much local work overlaps with tasks AI can already do.
How exposed is the Liberecký kraj housing market to AI automation?
Liberecký kraj scores 58/100 (Moderate Risk) on ProofIndex, which blends how exposed local incomes are to AI with how leveraged the local housing market is. The largest contributor is housing leverage at 76/100. This measures how leveraged local mortgage borrowers are, based on loan-to-value, debt-to-income, and price-to-income. Housing leverage scores 76/100, based on loan-to-value, debt-to-income, and price-to-income among local borrowers. Local resilience scores 10/100. Savings, benefits, and job diversity reduce the final score. Scores are normalized 0–100 within Czech Republic, so this compares Liberecký kraj with other Czech Republic markets. It cannot be compared directly with markets abroad.
Why is Liberecký kraj rated Moderate Risk?
Moderate Risk is the risk tier ProofIndex assigns to a composite score of 58/100. The composite weights employment vulnerability at 35%, income concentration at 25%, housing leverage at 25%, and subtracts local resilience at 15%. For Liberecký kraj the risk pillars rank housing leverage 76/100, employment vulnerability 51/100, income concentration 30/100. Confidence in the underlying data for this area is high.
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Other Czech Republic markets
- Hlavní město Praha: 87/100
- Praha-západ: 81/100
- Praha-východ: 81/100
- Brno-venkov: 79/100
- Mladá Boleslav: 78/100
- Jihomoravský kraj: 78/100