AI Income Risk · Real Estate

Amherst Town-Northampton, MA

ProofIndex score 83/100 (Critical) · medium confidence

ProofIndex score: 83/100 — Critical risk.

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

Amherst Town-Northampton, MA (United States) ranks among the higher-risk markets ProofIndex tracks, with a ProofIndex score of 83/100 (Critical). 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 — 99/100
How exposed local jobs are to AI automation, based on the area’s occupation mix.
Housing Leverage — 96/100
How leveraged local mortgage borrowers are — loan-to-value, debt-to-income, and price-to-income.
Income Concentration — 93/100
How concentrated local income is in higher-paid, AI-exposed work.
Resilience Factors — 93/100
Local economic cushioning — savings, benefits, and job diversity that absorb an income shock.

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 — US Census Bureau + ProofIndex model
Derived ACS MSA occupation proxy · Proxy · MSA · vintage 2020-2024 ACS 5-year. MSA occupation exposure is inferred from local education and parent-state sector mix.
Income Concentration — US Census Bureau — ACS 5-year
ACS MSA indicators · Official statistics · MSA · vintage 2020-2024 ACS 5-year. Official survey data at metro level; occupation exposure still uses derived sector/education mapping.
Housing Leverage — Zillow Research + ProofIndex model
Zillow state fallback · Proxy · State fallback · vintage May 2026 file release. Fallback used where direct metro housing data is unavailable.
Rental Market Exposure — Zillow Research + ProofIndex model
Zillow state fallback · Proxy · State fallback · vintage May 2026 file release. Fallback used where direct metro housing data is unavailable.
Resilience Factors — US Department of Labor ETA + ProofIndex model
US metro resilience estimate · Derived · MSA · vintage 2026. Derived from state-level safety-net parameters and metro labor-market characteristics.

Frequently asked questions

Is Amherst Town-Northampton, MA at risk from AI job losses?

Relative to other United States markets, yes — Amherst Town-Northampton, MA ranks among the higher-risk markets ProofIndex tracks. It scores 83/100 (Critical) overall, and 99/100 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 Amherst Town-Northampton, MA housing market to AI automation?

Amherst Town-Northampton, MA scores 83/100 (Critical) 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 99/100 — 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 96/100. Local resilience — savings, benefits, and job diversity that absorb an income shock — scores 93/100 and pulls the composite down. Scores are normalized 0–100 within United States, so this ranks Amherst Town-Northampton, MA against other United States markets rather than against markets abroad.

Why is Amherst Town-Northampton, MA rated Critical?

Critical is the risk tier ProofIndex assigns to a composite score of 83/100. The composite weights employment vulnerability at 35%, income concentration at 25%, housing leverage at 25%, and subtracts local resilience at 15%. For Amherst Town-Northampton, MA the risk pillars rank employment vulnerability 99/100, housing leverage 96/100, income concentration 93/100. Confidence in the underlying data for this area is medium.

See the full Amherst Town-Northampton, MA report

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

Generate the full report · Explore on the map

Other United States markets

View all markets