Skip to main content
Home › Countries › Guinea-Bissau
Tier C Guinea-Bissau · 2022

AI Job Risk in Guinea-Bissau - Which Occupations Are Most at Risk?

The short answer: Clerical support workers score 8.5/10 - the highest AI exposure in Guinea-Bissau.

Which jobs are most at risk from AI in Guinea-Bissau? Clerical support workers leads at 8.5/10. Workforce average: 3.0/10. Data covers 711K workers. Free. Official government data.

Total Workforce
711K
workers tracked
Avg AI Exposure
3.0/10
workforce-weighted
Most Exposed
Clerical support workers
8.5/10
Safest Occupation
Elementary occupations
2.0/10
Informal Employment
94.8%
of workforce (ILO)

All Occupations Ranked by AI Exposure

10 ISCO-08 occupation groups · data year 2022 · Tier C ILO employment data with gender breakdown and time-series 2010–2025

ISCO Occupation Group AI Exposure Robotics Risk WFH Potential Employment
4 Clerical support workers 8.5/10 2.5/10 8.5/10 10K
2 Professionals 6.5/10 1.5/10 7.5/10 28K
1 Managers 5.5/10 1.5/10 7.0/10 2K
3 Technicians and associate professionals 5.5/10 3.5/10 4.5/10 7K
5 Service and sales workers 3.5/10 4.5/10 1.5/10 115K
6 Skilled agricultural, forestry and fishery workers 3.0/10 6.5/10 1.0/10 282K
8 Plant and machine operators and assemblers 3.0/10 7.5/10 1.0/10 19K
0 Armed forces occupations 2.5/10 3.0/10 1.0/10 7K
7 Craft and related trades workers 2.5/10 4.5/10 1.0/10 45K
9 Elementary occupations 2.0/10 5.5/10 0.5/10 197K

AI/robotics/WFH scores are research-based estimates (Frey-Osborne, OECD, IMF 2024), not official statistics. Hover occupation name for rationale. Employment from: ILO ILOSTAT (CC BY 4.0).

AI Disruption Context

World Bank indicators showing when disruption will arrive and how resilient the workforce is.

Risk Velocity
0.0/10
Disruption distant (12+ years)
Recovery Resilience
3.5/10
Low resilience - workers at risk of being trapped
Sovereign Buffer
2.2/10
Weak buffer - mass displacement = crisis
Demographic Alignment
Entry-level job destroyer
Young population depends on entry-level jobs automation eliminates

Source: World Bank Open Data (CC BY 4.0) - IT.NET.BBND.P2, IT.NET.SECR.P6, HD_HCIP_OTJL_TO, SP social protection indicators.

Frequently Asked Questions

Which job is most at risk from AI in Guinea-Bissau?
Clerical support workers has the highest AI exposure score in Guinea-Bissau at 8.5/10. This occupation involves routine information handling that current AI systems can perform effectively.
What is the average AI exposure score in Guinea-Bissau?
The workforce-weighted average AI exposure score in Guinea-Bissau is 3.0/10, covering 711K workers across 10 occupation groups. Each group is weighted by its share of total employment.
Which jobs are safest from AI in Guinea-Bissau?
Elementary occupations has the lowest AI exposure score in Guinea-Bissau at 2.0/10. These roles require physical presence or manual dexterity in unpredictable environments that current AI cannot automate at scale.
When will AI disruption arrive in Guinea-Bissau?
Based on digital infrastructure readiness, Guinea-Bissau scores 0.0/10 for AI Risk Velocity. Disruption distant (12+ years). This is derived from World Bank broadband and secure internet server data.
How well can Guinea-Bissau's workforce adapt to AI disruption?
Guinea-Bissau scores 3.5/10 for Workforce Recovery Capacity. Low resilience - workers at risk of being trapped. This combines the World Bank Human Capital Index on-the-job learning score and social protection coverage data.
Is automation good or bad for Guinea-Bissau's workforce?
Guinea-Bissau is classified as 'Entry-level job destroyer'. Young population depends on entry-level jobs automation eliminates. This is based on World Bank old-age dependency ratio and fertility rate data.
Where does the Guinea-Bissau workforce data come from?
The Guinea-Bissau data comes from: ILO ILOSTAT (CC BY 4.0). All data is from official government or intergovernmental sources and is freely available at worldjobsdata.com.
In-depth analysis
Guinea-Bissau - Analysis Coming Soon

We publish country analyses weekly. See what is live →

Stay informed

Get notified when Guinea-Bissau data updates

One email when new country data drops or a country analysis publishes. No spam.

Compare Guinea-Bissau with Other Countries

Explore how AI exposure, wages and workforce composition differ across the world.

🇺🇸 United States 🇬🇧 United Kingdom 🇩🇪 Germany 🇮🇳 India 🇯🇵 Japan 🇦🇺 Australia

Open Guinea-Bissau in the interactive tool → · Browse all 206 countries →