AI Income Risk · Real Estate
Fryslân
ProofIndex score 30/100 (Low Risk) · medium confidence
ProofIndex score: 30/100 — Low Risk risk.
Scoring period 2026-Q2 · medium data confidence
Fryslân (Netherlands) is relatively insulated in ProofIndex’s scoring, with a ProofIndex score of 30/100 (Low Risk). The biggest contributor is employment vulnerability. This measures how exposed local jobs are to AI automation, based on the area’s occupation mix.
Key risk drivers
- Employment Vulnerability — 31/100
- How exposed local jobs are to AI automation, based on the area’s occupation mix.
- Resilience Factors — 22/100
- Local economic buffers such as savings, benefits, and job diversity that can absorb an income shock.
- Housing Leverage — 16/100
- How leveraged local mortgage borrowers are, based on loan-to-value, debt-to-income, and price-to-income.
- Income Concentration — 12/100
- 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 — CBS — Statistics Netherlands
- Dutch occupation classification · Official statistics · Province · vintage 2024. Direct province-level occupation data; COROP areas may inherit adjusted province mix.
- Income Concentration — CBS — Statistics Netherlands
- Dutch official regional statistics · Official statistics · Province / COROP · vintage 2024-2025. Official national statistics; COROP-level values may combine direct series with derived regional ratios.
- Housing Leverage — CBS — Statistics Netherlands
- Dutch official regional statistics · Official statistics · Province / COROP · vintage 2024-2025. Official national statistics; COROP-level values may combine direct series with derived regional ratios.
- Rental Market Exposure — CBS — Statistics Netherlands
- Dutch official regional statistics · Official statistics · Province / COROP · vintage 2024-2025. Official national statistics; COROP-level values may combine direct series with derived regional ratios.
- Resilience Factors — CBS — Statistics Netherlands
- Dutch official regional statistics · Official statistics · Province / COROP · vintage 2024-2025. Official national statistics; COROP-level values may combine direct series with derived regional ratios.
Frequently asked questions
Is Fryslân at risk from AI job losses?
Fryslân has less exposure than most covered Netherlands markets. It scores 30/100 (Low Risk) overall, and 31/100 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 Fryslân housing market to AI automation?
Fryslân scores 30/100 (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 employment vulnerability at 31/100. This measures how exposed local jobs are to AI automation, based on the area’s occupation mix. Housing leverage scores 16/100, based on loan-to-value, debt-to-income, and price-to-income among local borrowers. Local resilience scores 22/100. Savings, benefits, and job diversity reduce the final score. Scores are normalized 0–100 within Netherlands, so this compares Fryslân with other Netherlands markets. It cannot be compared directly with markets abroad.
Why is Fryslân rated Low Risk?
Low Risk is the risk tier ProofIndex assigns to a composite score of 30/100. The composite weights employment vulnerability at 35%, income concentration at 25%, housing leverage at 25%, and subtracts local resilience at 15%. For Fryslân the risk pillars rank employment vulnerability 31/100, housing leverage 16/100, income concentration 12/100. Confidence in the underlying data for this area is medium.
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Other Netherlands markets
- Agglomeratie Haarlem — 94/100
- Het Gooi en Vechtstreek — 87/100
- Agglomeratie Leiden en Bollenstreek — 86/100
- Utrecht — 78/100
- Utrecht — 78/100
- Veluwe — 78/100