Structural baseline: bundled city files were last changed 2026-05-08–2026-09-25. Those are file-maintenance timestamps, not observation dates. Rankings use historical workforce composition and fixed heuristic weights; they are not real-time labour-market readings or displacement probabilities.

🇳🇿 New Zealand — City Exposure Rankings

13 historical city snapshots compared on CopeCheck's heuristic sector-exposure index (0–100). Higher means more concentration in sectors assigned higher weights; it is not a probability or job-loss forecast.

# City Region Baseline population Score ▲ Relative exposure Model scenario
13 Wellington Wellington 215,400 49.1
Wellington sits in a mixed position in the age of AI-driven automation. With Pub…
12 Dunedin Otago 134,200 53.4
Dunedin has notable vulnerabilities in the age of AI-driven automation. With Hea…
11 Rotorua Bay of Plenty 58,500 58.1
Rotorua has notable vulnerabilities in the age of AI-driven automation. With Hea…
10 Whangarei Northland 55,900 58.6
Whangarei has notable vulnerabilities in the age of AI-driven automation. With H…
8 Palmerston North Manawatu-Whanganui 90,600 59.3
Palmerston North has notable vulnerabilities in the age of AI-driven automation.…
9 Nelson Nelson 54,500 59.3
Nelson has notable vulnerabilities in the age of AI-driven automation. With Heal…
7 New Plymouth Taranaki 59,300 61.1
New Plymouth has notable vulnerabilities in the age of AI-driven automation. Wit…
6 Napier-Hastings Hawke's Bay 142,000 61.2
Napier-Hastings has notable vulnerabilities in the age of AI-driven automation. …
5 Hamilton Waikato 178,500 61.6
Hamilton has notable vulnerabilities in the age of AI-driven automation. With He…
4 Christchurch Canterbury 394,700 62.5
Christchurch has notable vulnerabilities in the age of AI-driven automation. Wit…
3 Tauranga Bay of Plenty 155,200 62.7
Tauranga has notable vulnerabilities in the age of AI-driven automation. With He…
2 Auckland Auckland 1,695,200 63.9
Auckland has notable vulnerabilities in the age of AI-driven automation. With He…
1 Invercargill Southland 57,100 64.2
Invercargill has notable vulnerabilities in the age of AI-driven automation. Wit…

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