Retail

Retail displacement has been gradual but relentless. Self-checkout kiosks, automated inventory systems, and AI-powered demand forecasting have each reduced headcount requirements. The shift to e-commerce has simultaneously reduced brick-and-mortar employment while creating warehouse roles - which are themselves increasingly automated.

Cashier roles face the clearest near-term pressure. Amazon's Just Walk Out technology demonstrates the technical feasibility of fully automated checkout, though adoption pace has been moderated by consumer preference and cost. Visual AI for inventory monitoring is reducing the need for dedicated stock-check workers.

Customer service roles - particularly chat and email support - face rapid automation through AI agents. Many retailers have deployed LLM-powered chatbots that handle a majority of standard inquiries without human involvement.

High-touch retail - luxury goods, specialised services, personal styling - is significantly more resistant to automation. The experiential retail thesis argues that stores become less about transaction and more about experience, which requires skilled human staff. Category managers, buyers, and visual merchandisers also retain strong human advantages.