Higher exposure than Zambia
Kenya sits above Zambia on average task exposure in the current country-conditioned atlas release.
Country diagnostic
Kenya
A guided country diagnostic on automation exposure, skills, and sector structure.
Kenya combines a higher average exposure level than Zambia with a similarly augmentation-heavy overall profile. The strongest signals again sit in administrative, clerical, and digitally mediated service work, making Kenya a natural comparative case for policy discussion in East Africa.
Kenya is paired with Zambia so the case-study section launches as a comparative policy layer rather than as a Zambia-only microsite, while still staying grounded in the same country-aware task evidence.
What stands out
Headline takeaways
Augmentation still matters
Even with higher exposure, Kenya does not read as a simple substitution case; augmentation-heavy exposure remains important.
Services and support roles remain central
The strongest signals appear in occupations and skills linked to administrative work, digital support, and information handling.
Country in context
Peer comparison
Peer set
Metric
Average task exposure
Sub-Saharan Africa peers plus the regional median. Average task exposure summarizes the country task bundle under the shared atlas framework.
What stands out
Occupations, industries, and skills
Top occupations
These are the occupations with the strongest modeled exposure signal after transporting tasks through the weighted SOC-to-ISCO bridge.
Technology profile
Technology channels and implementation
Technology channels
These shares describe the dominant technology channel across exposed tasks in the country bundle.