AI Income Risk · Real Estate

Limburg

ProofIndex score 28/100 (Low Risk) · high confidence

ProofIndex score: 28/100 (Low Risk risk).

Low Risk is this area's band among covered Netherlands 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

Limburg (Netherlands) is relatively insulated in ProofIndex’s scoring, with a ProofIndex score of 28/100 (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

Resilience Factors: 43/100
Local economic buffers such as savings, benefits, and job diversity that can absorb an income shock.
Employment Vulnerability: 37/100
How exposed local jobs are to AI automation, based on the area’s occupation mix.
Income Concentration: 16/100
How concentrated local income is in higher-paid, AI-exposed work.
Housing Leverage: 10/100
How leveraged local mortgage borrowers are, based on loan-to-value, debt-to-income, and price-to-income.

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 + 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 — 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 Limburg 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, Limburg is less exposed than most covered Netherlands markets. It scores 28/100 (Low Risk) overall, and 37/100 on employment vulnerability, which measures how much local work overlaps with tasks AI can already do.

How exposed is the Limburg housing market to AI automation?

Limburg scores 28/100 (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 37/100. This measures how exposed local jobs are to AI automation, based on the area’s occupation mix. Housing leverage scores 10/100, based on loan-to-value, debt-to-income, and price-to-income among local borrowers. Local resilience scores 43/100. Savings, benefits, and job diversity reduce the final score. Scores are normalized 0–100 within Netherlands, so this compares Limburg with other Netherlands markets. It cannot be compared directly with markets abroad.

Why is Limburg rated Low Risk?

Low Risk is the risk tier ProofIndex assigns to a composite score of 28/100. The composite weights employment vulnerability at 35%, income concentration at 25%, housing leverage at 25%, and subtracts local resilience at 15%. For Limburg the risk pillars rank employment vulnerability 37/100, income concentration 16/100, housing leverage 10/100. Confidence in the underlying data for this area is high.

See the full Limburg report

Full pillar breakdowns, peer benchmarking, and data sources with confidence ratings.

Generate the full report · Explore on the map

Other Netherlands markets

View all markets