AI Income Risk · Real Estate

Kop van Noord-Holland

ProofIndex score 39/100 (Low Risk) · medium confidence

ProofIndex score: 39/100 (Low Risk risk).

Low Risk is this area's band among covered Netherlands markets, not an expected outcome. Confidence (medium) describes how complete and direct the input data is, not how accurate a prediction would be.

Scoring period 2026-Q3 · medium data confidence

Kop van Noord-Holland (Netherlands) is relatively insulated in ProofIndex’s scoring, with a ProofIndex score of 39/100 (Low Risk). The biggest contributor is income concentration. This measures how concentrated local income is in higher-paid, AI-exposed work.

Key risk drivers

Income Concentration: 61/100
How concentrated local income is in higher-paid, AI-exposed work.
Housing Leverage: 49/100
How leveraged local mortgage borrowers are, based on loan-to-value, debt-to-income, and price-to-income.
Resilience Factors: 25/100
Local economic buffers such as savings, benefits, and job diversity that can absorb an income shock.
Employment Vulnerability: 0/100
How exposed local jobs are to AI automation, based on the area’s occupation mix.

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 + ProofIndex model
Derived Dutch sub-regional proxy · Proxy · COROP · vintage 2024-2025. Derived from province-level official data and local adjustment factors.
Income Concentration: CBS + ProofIndex model
Dutch COROP estimates · Derived · COROP · vintage 2024-2025. Uses official CBS series with ProofIndex transformations where direct COROP indicators are incomplete.
Housing Leverage: CBS + ProofIndex model
Derived Dutch rental vacancy pressure · Derived · Province / COROP · vintage 2024-2025. Uses CBS unemployment-benefit, job-vacancy, tenure, income, and WOZ housing series; rental vacancy pressure is a derived proxy, and COROP job vacancies may be allocated from province totals.
Rental Market Exposure: CBS + ProofIndex model
Derived Dutch rental vacancy pressure · Derived · Province / COROP · vintage 2024-2025. Uses CBS unemployment-benefit, job-vacancy, tenure, income, and WOZ housing series; rental vacancy pressure is a derived proxy, and COROP job vacancies may be allocated from province totals.
Resilience Factors: CBS + ProofIndex model
Dutch COROP estimates · Derived · COROP · vintage 2024-2025. Uses official CBS series with ProofIndex transformations where direct COROP indicators are incomplete.

Frequently asked questions

Is Kop van Noord-Holland 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, Kop van Noord-Holland is less exposed than most covered Netherlands markets. It scores 39/100 (Low Risk) overall, and 0/100 on employment vulnerability, which measures how much local work overlaps with tasks AI can already do.

How exposed is the Kop van Noord-Holland housing market to AI automation?

Kop van Noord-Holland scores 39/100 (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 income concentration at 61/100. This measures how concentrated local income is in higher-paid, AI-exposed work. Housing leverage scores 49/100, based on loan-to-value, debt-to-income, and price-to-income among local borrowers. Local resilience scores 25/100. Savings, benefits, and job diversity reduce the final score. Scores are normalized 0–100 within Netherlands, so this compares Kop van Noord-Holland with other Netherlands markets. It cannot be compared directly with markets abroad.

Why is Kop van Noord-Holland rated Low Risk?

Low Risk is the risk tier ProofIndex assigns to a composite score of 39/100. The composite weights employment vulnerability at 35%, income concentration at 25%, housing leverage at 25%, and subtracts local resilience at 15%. For Kop van Noord-Holland the risk pillars rank income concentration 61/100, housing leverage 49/100, employment vulnerability 0/100. Confidence in the underlying data for this area is medium.

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