AI Task Exposure Across the Business Landscape
Sector and occupation coverage in a 220-task benchmark, used here to test whether AI-relevant work is really confined to tech-heavy corners of the economy.
Mapped tasks
Across the full task benchmark.
Non-tech sector share
Share carried outside the three tech-like sectors.
Near-parity sectors
Sectors clustered at the benchmark median.
Top 10 occupation share
Combined concentration across the top-ranked roles.
Consensus check
Sector-level exposure by business sector
Tech-like sectors are highlighted, but the top bars are effectively tied across a much wider business mix.
Tech-like vs non-tech task share
A direct narrative test: the three tech-like sectors contribute a minority of the mapped tasks.
What cuts against the usual story
What the occupation ranking adds
Interpretation guardrail
Occupation ranking of mapped AI-relevant tasks
Top 15 occupations shown; every displayed role is tied at five tasks, which is the point rather than a ranking flaw.
Occupation concentration curve
The cumulative share rises slowly because exposure is distributed across many occupations instead of piling into a few dominant roles.
Sector breadth vs internal concentration
Points are lightly jittered for separation; hover shows the true sector metrics and reveals the benchmark-like symmetry.
Selected chart blueprint
Policy satisfied with 2×G1, 2×G2, and 1×G3. Here, G1 = foundational comparison, G2 = distribution/composition, G3 = structural diagnostic, and G4 = specialist structure.
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