AI Income Risk · Real Estate

Noord-Limburg

ProofIndex score 56/100 (Moderate Risk) · medium confidence

ProofIndex score: 56/100 — Moderate Risk risk.

Scoring period 2026-Q2 · medium confidence in the underlying data

Noord-Limburg (Netherlands) shows moderate exposure in ProofIndex’s scoring, with a ProofIndex score of 56/100 (Moderate Risk). The biggest contributor is employment vulnerability — how exposed local jobs are to AI automation, based on the area’s occupation mix.

Key risk drivers

Employment Vulnerability — 88/100
How exposed local jobs are to AI automation, based on the area’s occupation mix.
Resilience Factors — 37/100
Local economic cushioning — savings, benefits, and job diversity that absorb an income shock.
Income Concentration — 32/100
How concentrated local income is in higher-paid, AI-exposed work.
Housing Leverage — 29/100
How leveraged local mortgage borrowers are — loan-to-value, debt-to-income, and price-to-income.

Where this score comes from

Every ProofIndex pillar is computed from published statistics. These are the sources behind this area's score, with the vintage of each and the limitation we know about it.

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
Dutch COROP estimates · Derived · COROP · vintage 2024-2025. Uses official CBS series with ProofIndex transformations where direct COROP indicators are incomplete.
Rental Market Exposure — CBS + ProofIndex model
Dutch COROP estimates · Derived · COROP · vintage 2024-2025. Uses official CBS series with ProofIndex transformations where direct COROP indicators are incomplete.
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 Noord-Limburg at risk from AI job losses?

Moderately — Noord-Limburg sits mid-pack among the Netherlands markets ProofIndex tracks. It scores 56/100 (Moderate Risk) overall, and 88/100 on employment vulnerability — how much of the local occupation mix overlaps with work today’s 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 sits in work that AI is changing.

How exposed is the Noord-Limburg housing market to AI automation?

Noord-Limburg scores 56/100 (Moderate Risk) on ProofIndex, which blends how exposed local incomes are to AI with how leveraged the local housing market is. The largest single contributor is employment vulnerability at 88/100 — how exposed local jobs are to AI automation, based on the area’s occupation mix. Housing leverage — loan-to-value, debt-to-income, and price-to-income among local borrowers — scores 29/100. Local resilience — savings, benefits, and job diversity that absorb an income shock — scores 37/100 and pulls the composite down. Scores are normalized 0–100 within Netherlands, so this ranks Noord-Limburg against other Netherlands markets rather than against markets abroad.

Why is Noord-Limburg rated Moderate Risk?

Moderate Risk is the risk tier ProofIndex assigns to a composite score of 56/100. The composite weights employment vulnerability at 35%, income concentration at 25%, housing leverage at 25%, and subtracts local resilience at 15%. For Noord-Limburg the risk pillars rank employment vulnerability 88/100, income concentration 32/100, housing leverage 29/100. Confidence in the underlying data for this area is medium.

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