General

Automation Impact

Projected effects of automation on jobs and tasks.

Definition

The measurable or modelled effects of automation and AI adoption on labour markets, including potential job displacement, changes in task composition, sectoral exposure to automation risk, and reskilling needs. The paper uses automation-impact analysis to prioritise skills initiatives and sectoral interventions (e.g., manufacturing, construction).