AI & Society
Live Data
AI & Jobs Intelligence Hub
Navigate the 2026 workforce transformation with live global data from 7 government sources
300M
Jobs AI-Exposed
70%
High-Risk Professions
...
Global Avg. Unemployment
7
Regions Monitored
Global Workforce Intelligence
Live
Real-time labor market data from 7 government sources
Updated Never
Data sourced from: Statistics Canada • INEGI Mexico • ONS UK • Eurostat • INSEE France • e-Stat Japan • KOSIS Korea
Most Vulnerable
- • Customer service (90% automation)
- • Data entry and processing
- • Paralegals and legal research
- • Junior financial analysts
- • Content moderation
Protected Roles
- • Skilled trades (physical presence)
- • Healthcare (high-touch care)
- • Creative direction & strategy
- • Relationship-intensive sales
- • Ethical judgment roles
Emerging Careers
- • AI trainers & prompt engineers
- • Human-AI collaboration specialists
- • AI ethics officers & auditors
- • Automation consultants
- • Digital transformation architects
Geographic Impact Hotspots
Live from 7 Sources
North America
Canada: 6.1% unemployment. Mexico: 2.8% with strong formal employment. 4.3 million US office jobs at immediate risk.
Europe & Asia
EU average: 6.0%. Japan maintains low 2.6% through lifetime employment culture. UK: 4.2% with rising vacancy rates.
Individual Action Plan
Skills to Develop
- ✓ AI collaboration and prompt engineering
- ✓ Emotional intelligence and empathy
- ✓ Complex problem-solving
- ✓ Creative and strategic thinking
- ✓ Human relationship building
Preparation Strategies
- ✓ Build 6-12 month emergency fund
- ✓ Start continuous learning now
- ✓ Explore career pivot opportunities
- ✓ Network in AI-resilient industries
- ✓ Monitor industry-specific trends
Critical Timeline Alert
Goldman Sachs projects 2026 as the inflection point where AI capabilities match or exceed human performance in most white-collar tasks. Early preparation is essential for career resilience.
Workforce Intelligence
Expert analysis on AI's impact on global employment