Country Story
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.
Where it sits
Where does Kenya sit?
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.
Peer comparison
Compared to the peer group
Sub-Saharan Africa peers plus the regional median.
Exposure profile
What kind of exposure?
High-exposure tasks account for 67.2% of Kenya's task bundle. Substitution-oriented exposure is 61.1%, while augmentation-oriented exposure is 93.1%. This matters for how the results are interpreted: Even with higher exposure, Kenya does not read as a simple substitution case; augmentation-heavy exposure remains important.
Top occupations
Which occupations stand out?
The strongest modeled signals in Kenya sit in Tellers. These are the occupations with the strongest modeled exposure signal after transporting tasks through the weighted SOC-to-ISCO bridge.
Technology mix
Which technology channels dominate?
These shares describe the dominant technology channel across exposed tasks in the country bundle.
Key takeaways
What does this mean for Kenya?
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.
Keep exploring
Ready to go deeper?
The full interactive case study lets you explore peer comparisons, switch metrics, and browse occupations, industries, and skills in detail.
Where Kenya sits
Average task exposure summarizes the country task bundle under the shared atlas framework.