AI Income Risk · Real Estate

Zuidoost-Friesland

ProofIndex score 46/100 (Moderate Risk) · medium confidence

ProofIndex score: 46/100 (Moderate Risk risk).

Moderate 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

Zuidoost-Friesland (Netherlands) shows moderate exposure in ProofIndex’s scoring, with a ProofIndex score of 46/100 (Moderate 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: 71/100
How exposed local jobs are to AI automation, based on the area’s occupation mix.
Resilience Factors: 41/100
Local economic buffers such as savings, benefits, and job diversity that can absorb an income shock.
Housing Leverage: 31/100
How leveraged local mortgage borrowers are, based on loan-to-value, debt-to-income, and price-to-income.
Income Concentration: 20/100
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 + 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 Zuidoost-Friesland 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, Zuidoost-Friesland sits near the middle of the covered Netherlands markets. It scores 46/100 (Moderate Risk) overall, and 71/100 on employment vulnerability, which measures how much local work overlaps with tasks AI can already do.

How exposed is the Zuidoost-Friesland housing market to AI automation?

Zuidoost-Friesland scores 46/100 (Moderate 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 71/100. This measures how exposed local jobs are to AI automation, based on the area’s occupation mix. Housing leverage scores 31/100, based on loan-to-value, debt-to-income, and price-to-income among local borrowers. Local resilience scores 41/100. Savings, benefits, and job diversity reduce the final score. Scores are normalized 0–100 within Netherlands, so this compares Zuidoost-Friesland with other Netherlands markets. It cannot be compared directly with markets abroad.

Why is Zuidoost-Friesland rated Moderate Risk?

Moderate Risk is the risk tier ProofIndex assigns to a composite score of 46/100. The composite weights employment vulnerability at 35%, income concentration at 25%, housing leverage at 25%, and subtracts local resilience at 15%. For Zuidoost-Friesland the risk pillars rank employment vulnerability 71/100, housing leverage 31/100, income concentration 20/100. Confidence in the underlying data for this area is medium.

See the full Zuidoost-Friesland 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