AI Exposure of the Singapore Job Market

Every rectangle is one specific SSOC 2020 occupation — from Software developer to Heavy truck driver to Pre-school teacher — clustered by SSOC sub-major group. Tile area is proportional to estimated resident workforce in 2025; color encodes the metric you select below.

AI Exposure is scored 0–10 per occupation. Higher = more digitally-mediated work, more likely to be reshaped by current AI. The score does not predict whether jobs will disappear — it estimates how disrupted the day-to-day will be. Hover any tile for the full rationale and pay range.