AI to reshape the labour market, favouring human judgment

Artificial intelligence will not trigger mass unemployment, but it is poised to sharply bifurcate the labour market by automating routine white-collar tasks while preserving jobs that require physical skill, legal judgment, or direct human interaction.

The immediate impact will fall hardest on administrative and middle-office roles. In banking, call centre staff, retail branch employees, and IT support teams face the greatest exposure as AI handles large volumes of repetitive work. "That does not mean these jobs disappear overnight," says Tomasz Noetzel, a senior banking analyst at Bloomberg Intelligence.

In legal services, this automation could actually expand the job market. Routine tasks like document reviews and form-filling are prime for AI, but Pierre Proner, chief executive of Lawhive, argues that lowering the cost of delivering legal services will ultimately create more jobs. Junior lawyers will shift from administrative drudgery to supervising AI agents and applying legal judgment earlier in their careers.

Healthcare faces a similar split. Medical secretaries and pharmacy support staff will see their task lists shrink as AI processes standard queries and checks consultation forms. However, prescribing clinicians remain insulated. "AI can help organise information and flag risks, but it cannot decide whether treatment is safe or appropriate," says Hira Malik, a superintendent pharmacist and co-founder of Oushk Pharmacy.

For workers avoiding the corporate path, physical trades offer significant insulation. Hands-on construction work like bricklaying, carpentry, and plastering remains largely out of reach for current AI. "With growing demand for skilled trades and the resilience of these roles in the face of AI, construction offers a rewarding, future-proof career path," says Brian Berry, chief executive of the Federation of Master Builders.

Sectors built on human connection are also expected to reallocate rather than cut staff. In hospitality, AI will absorb back-office duties, shifting employment toward customer-facing roles where genuine warmth commands a premium. "There is no way AI is doing that kind of job," says Graham Miller, academic director of the Westmont Institute of Tourism and Hospitality at Nova School of Business and Economics, recalling a recent hotel stay in Barcelona.

For businesses, the implication is clear: AI adoption will demand a restructuring of workforce training. As traditional entry-level tasks vanish, companies must figure out how to develop talent when the foundational work is handled by machines.