Skip to main content
Home › Countries › Papua New Guinea
Tier C Papua New Guinea · 2022

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

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

Which jobs are most at risk from AI in Papua New Guinea? Clerical support workers leads at 8.5/10. Workforce average: 3.5/10. Data covers 4.0M workers. Free. Official government data.

Total Workforce
4.0M
workers tracked
Avg AI Exposure
3.5/10
workforce-weighted
Most Exposed
Clerical support workers
8.5/10
Safest Occupation
Elementary occupations
2.0/10

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 72K
2 Professionals 6.5/10 1.5/10 7.5/10 388K
1 Managers 5.5/10 1.5/10 7.0/10 87K
3 Technicians and associate professionals 5.5/10 3.5/10 4.5/10 110K
5 Service and sales workers 3.5/10 4.5/10 1.5/10 926K
6 Skilled agricultural, forestry and fishery workers 3.0/10 6.5/10 1.0/10 1.5M
8 Plant and machine operators and assemblers 3.0/10 7.5/10 1.0/10 163K
0 Armed forces occupations 2.5/10 3.0/10 1.0/10 8K
7 Craft and related trades workers 2.5/10 4.5/10 1.0/10 221K
9 Elementary occupations 2.0/10 5.5/10 0.5/10 532K

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
0.2/10
Disruption distant (12+ years)
Recovery Resilience
3.8/10
Low resilience - workers at risk of being trapped
Sovereign Buffer
6.5/10
Moderate buffer - limited retraining capacity
Demographic Alignment
Balanced impact
Demographic profile shows mixed automation effects

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 Papua New Guinea?
Clerical support workers has the highest AI exposure score in Papua New Guinea 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 Papua New Guinea?
The workforce-weighted average AI exposure score in Papua New Guinea is 3.5/10, covering 4.0M workers across 10 occupation groups. Each group is weighted by its share of total employment.
Which jobs are safest from AI in Papua New Guinea?
Elementary occupations has the lowest AI exposure score in Papua New Guinea 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 Papua New Guinea?
Based on digital infrastructure readiness, Papua New Guinea scores 0.2/10 for AI Risk Velocity. Disruption distant (12+ years). This is derived from World Bank broadband and secure internet server data.
How well can Papua New Guinea's workforce adapt to AI disruption?
Papua New Guinea scores 3.8/10 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 Papua New Guinea's workforce?
Papua New Guinea is classified as 'Balanced impact'. Demographic profile shows mixed automation effects. This is based on World Bank old-age dependency ratio and fertility rate data.
Where does the Papua New Guinea workforce data come from?
The Papua New Guinea 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
Papua New Guinea - Analysis Coming Soon

We publish country analyses weekly. See what is live →

Stay informed

Get notified when Papua New Guinea data updates

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

Compare Papua New Guinea with Other Countries

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

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

Open Papua New Guinea in the interactive tool → · Browse all 206 countries →