AI's and the paradox of Zealand's insurance talent problem

New global study confirms AI rewards expertise and erodes routine work

AI's and the paradox of Zealand's insurance talent problem

Transformation

By Matthew Sellers

PwC's 2026 Global AI Jobs Barometer, published yesterday, confirms what New Zealand's insurance sector has been watching in its own hiring patterns: AI is reshaping work rather than simply replacing it. Professionalised roles - demanding more human expertise, judgement and relationship management - are growing twice as fast globally and paying 42% better than democratised ones, where AI absorbs the skilled tasks and leaves less demanding work behind. The top 20% of AI-exposed companies have achieved 163% productivity growth since 2018. The differentiator is using AI for growth, not just efficiency.

For New Zealand, those global findings intersect with a local debate that adds a complicating layer. A major working paper published last month challenged the standard explanation for declining junior insurance hiring, finding that when AI exposure and work-from-home exposure are properly disentangled, the WFH effect holds and the AI effect disappears. For New Zealand carriers, where 34% of employed Kiwis worked from home either part-time or regularly as of 2025, that finding has direct strategic implications. The junior pipeline is compressing - but the primary cause may be distributed working arrangements disrupting the informal apprenticeship model, not the arrival of generative AI tools.

Crawford's CTO paradox

PwC's finding that AI-exposed entry-level roles are growing fastest when they have been seniorised - now requiring leadership, stakeholder management and strategic thinking - points to a specific challenge in a market as small and relationship-driven as New Zealand's. Crawford & Company's Chief Technology Officer Joel Raedeke identified what he called a deeper paradox: AI delivers the greatest value when operated by seasoned professionals rather than inexperienced staff. In a small market with a constrained talent pool, the professionalisation of junior roles accelerates precisely when the conditions best suited to developing those capabilities - proximity to senior colleagues, immersive early-career environments - are being undermined by the same hybrid arrangements that are suppressing junior hiring.

Across APAC, a quarter of insurance respondents believed AI has not yet reached the level of maturity needed for broad deployment, with shortage of in-house expertise ranking as the second most common concern. New Zealand's market is not immune to that constraint - it is more exposed to it, given the depth of the local talent pool relative to the scale of AI investment now being made across the sector. PwC's barometer is clear about the destination: the firms that use AI to pursue growth, build expert workforces and redesign how they operate are pulling decisively ahead. Getting there from New Zealand's starting point requires confronting both the AI question and the WFH question at the same time.

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