IsJobSafe Research

The Future of Work, Quantified

Data-driven analysis on AI displacement, labour market risk, and the structural repricing of human intelligence. We track 2,860 occupations across 39 countries so you don't have to guess.

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FeaturedMacro Memo

The Great Reallocation

Where 39 countries worth of labour data says the jobs are actually going

The narrative says AI is destroying jobs. Our data across 39 countries and 2,860 occupations says something more precise and more alarming: AI is not eliminating work — it is rerouting it. The destination is not what most people expect.

IsJobSafe ResearchMar 12, 202612 min read

All Research

analysisMar 7, 2026

Risky Business: Where Jobs Are Most in Danger

Uncovering the alarming divergence in job security across nations

Job safety is not where you think it is. Amidst a global scramble for stability, the data uncovers shocking vulnerabilities in so-called secure economies.

8 min read

analysisFeb 26, 2026

AI Isn't Just Coming for Your Job. It's Here.

Examining AI's invisible hand in the labor market

Artificial Intelligence isn't a future disruptor but a present force carving out job markets. Even roles considered 'safe' are not immune to its impacts.

6 min read

Macro MemoFeb 25, 2026

The Soft Middle Is Collapsing

Your job title sounds important. The data says it is exactly what makes you replaceable.

41% of all tracked occupations are rated HIGH or CRITICAL risk. The acceleration is not in factories — it is in the professional services layer that was supposed to be safe. We tracked 2,860 occupations across 39 countries to find out why.

24 min read

Macro MemoFeb 22, 2026

Ghost GDP

The economy is growing. The paycheques are not. Here is why that math breaks everything.

A GPU cluster replaces 10,000 knowledge workers. GDP holds. Productivity soars. But the income those people used to spend vanishes from the real economy. We are measuring the gap — and it is growing faster than anyone expected.

22 min read

Data BriefFeb 18, 2026

Europe's Pay Is Shrinking Where It Matters Most

AI is not cutting wages everywhere. It is cutting them in the exact income band that funds the European consumer economy.

Wages in Eastern Europe are up 70%. Wages in the professional layer getting automated are not. The aggregate numbers hide a structural fracture across 34 economies that our data exposes in granular detail.

24 min read