Four Futures for Jobs: Scenarios to 2035
Scenario planning methodology with expert panels; built on WEF Future of Jobs 2025 data.
60M
Net new jobs in the best-case AI-Led Growth scenario
4 scenarios
All four scenarios reward domain expertise + AI fluency combination
What this report says in 60 seconds
- →Four scenarios modelled: Technology Surge, Green Transition, Polarised World, AI-Led Growth
- →Best case (AI-Led Growth): 60M net new jobs; worst case (Polarised World): 40M net loss
- →Policy choices — education investment, social protection, regulation — determine which scenario materialises
- →Individual career choices matter: workers who invest in AI skills in every scenario perform better
- →Cross-scenario constant: domain expertise + AI fluency is the highest-value combination in all futures
- →Community and peer learning: shown in all scenarios to be among most effective reskilling mechanisms
What this means for you
Career Navigator
This is me →The cross-scenario constant is the key insight: regardless of which future materialises, domain expertise + AI fluency is the highest-value combination. Your investment today is resilient across all plausible futures.
Career Starter
This is me →You are entering the workforce at the point where individual career choices determine outcomes more than at any time in the last 50 years. The investment you make now compounds regardless of which scenario plays out.
Career Reinventor
This is me →In every scenario modelled by the WEF, experienced professionals with domain expertise and AI literacy outperform. The uncertainty is not about whether your skills are valuable — it's about how much of the upside you choose to capture.
Roles this research highlights
Domain AI Implementation Consultant
EmergingBringing 20+ years of domain expertise to AI implementation projects — the consultant who bridges AI technology and real-world sector knowledge in law, finance, medicine, or operations.
Fractional CAIO
EmergingChief AI Officer on a part-time or project basis — giving organisations without the budget for a full-time CAIO access to senior AI leadership and strategy.
AI Systems Auditor
Fastest growingEvaluates AI pipelines for accuracy, bias, and hallucination risk. EU AI Act compliance is driving explosive legal demand for this role.
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Related research
The Future of Jobs Report 2025
“78 million net new jobs created by 2030, alongside 92 million displaced — net positive, but massive structural churn.”
AI Will Reshape More Jobs Than It Replaces
“50–55% of US jobs will be substantially reshaped in the next 3 years — but full displacement will affect only 10–15%, with most change being augmentation.”