V6 is now the live structural release. The canonical app dataset, downloadable files, methodology artifacts, and report surfaces are aligned to the same release contract. Review release surfaces
How will AI affect your job?
Search any Singapore occupation or modern role
26%
of jobs face significant AI pressure
SGD 53B
in annual wages overlap with AI
80
jobs on Singapore's shortage list
Occupation Map
Size = employment · Colour = risk
Click a group to explore its occupations.
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