AI Income Risk · Real Estate
Karlovarský kraj
ProofIndex score 31/100 (Low Risk) · medium confidence
ProofIndex score: 31/100 — Low Risk risk.
Scoring period 2026-Q2 · medium data confidence
Karlovarský kraj (Czech Republic) is relatively insulated in ProofIndex’s scoring, with a ProofIndex score of 31/100 (Low 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 — 48/100
- How leveraged local mortgage borrowers are, based on loan-to-value, debt-to-income, and price-to-income.
- Employment Vulnerability — 17/100
- How exposed local jobs are to AI automation, based on the area’s occupation mix.
- Resilience Factors — 15/100
- Local economic buffers such as savings, benefits, and job diversity that can absorb an income shock.
- Income Concentration — 1/100
- How concentrated local income is in higher-paid, AI-exposed work.
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 Karlovarský kraj at risk from AI job losses?
Karlovarský kraj has less exposure than most covered Czech Republic markets. It scores 31/100 (Low Risk) overall, and 17/100 on employment vulnerability, which measures how much local work overlaps with tasks AI can already do. ProofIndex measures how exposed local incomes are, not how many jobs will go: a higher score means more of the local wage base comes from work that AI is changing.
How exposed is the Karlovarský kraj housing market to AI automation?
Karlovarský kraj scores 31/100 (Low 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 48/100. This measures how leveraged local mortgage borrowers are, based on loan-to-value, debt-to-income, and price-to-income. Housing leverage scores 48/100, based on loan-to-value, debt-to-income, and price-to-income among local borrowers. Local resilience scores 15/100. Savings, benefits, and job diversity reduce the final score. Scores are normalized 0–100 within Czech Republic, so this compares Karlovarský kraj with other Czech Republic markets. It cannot be compared directly with markets abroad.
Why is Karlovarský kraj rated Low Risk?
Low Risk is the risk tier ProofIndex assigns to a composite score of 31/100. The composite weights employment vulnerability at 35%, income concentration at 25%, housing leverage at 25%, and subtracts local resilience at 15%. For Karlovarský kraj the risk pillars rank housing leverage 48/100, employment vulnerability 17/100, income concentration 1/100. Confidence in the underlying data for this area is medium.
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Other Czech Republic markets
- Hlavní město Praha — 86/100
- Praha-západ — 82/100
- Praha-východ — 81/100
- Brno-venkov — 80/100
- Brno-město — 78/100
- Jihomoravský kraj — 78/100