AI Work Shift Index
Track how AI is changing jobs, workflows, org charts, and enterprise adoption.
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AI impact on jobs: key workforce stats
A quick read on the AI job market, including global exposure, automation pressure, and the scale of AI layoffs reshaping the future of work.
Explore Key Themes
AI layoffs tracker
Coverage-led tracking for layoffs, workforce cuts, and restructures justified by AI efficiency.
EvergreenJobs most at risk from AI
Role exposure pages focused on task compression, automation pressure, and the moves that still compound.
EvergreenJobs safest from AI
Roles where trust, physical context, and cross-functional judgment remain hard to remove.
Layoff events over time
Monthly workers affected by AI-related layoffs
Top companies by layoff size
Workers affected, AI-attributed events highlighted
Layoffs by sector
Distribution of affected workers across industries
Role risk scores
AI exposure by occupation, 0-100 scale
Skills in decline vs. growth
Percentage of task demand shifting
Jobs at risk from AI by role and task
Compare exposure scores, vulnerable tasks, salaries, and adaptation paths to see what jobs AI will replace first and which roles still have stronger defensibility.
Layoff events database
Complete record of tracked layoff events. Data is updated weekly from our sources.
2926 companies tracked · 926,724+ workers affected
Key insights
What the data tells us about the trajectory of AI-driven workforce change.
The acceleration is real
Cognizant estimates 93% of jobs will be impacted by AI — a milestone originally projected for 2032, now accelerated by 6 years. The pace of change is not linear; it is compounding.
Reshaping, not just replacing
JobForesight's median AI exposure score is 45/100. Most jobs are being reshaped at the task level rather than eliminated outright. The key variable is how fast workers can adapt their skill mix.
The $4.5 trillion question
Cognizant estimates $4.5 trillion in U.S. labor productivity is now handleable by AI — the same milestone originally projected for 2032.
Global exposure
Goldman Sachs estimates 300 million jobs globally are exposed to some degree of AI automation.
Latest Signals
A continuous feed of the latest structural shifts, role exposures, and adaptation tools.
Claude Code vs Codex: The Full 2026 Comparison
Opus 4.8, Sonnet 5, and GPT-5.6 Sol are now weeks apart on release dates. Here is where each coding agent actually wins.
Claude Fable 5 Returns After Jailbreak Triggered a 19-Day Export Ban
Anthropic restores global access to Fable 5 and expands Mythos 5 to vetted US organizations after a Commerce Department order tied to an Amazon-discovered jailbreak.
Microsoft Layoffs 2026: New Cuts to Hit Sales, Consulting, and Xbox
Business Insider reports Microsoft will cut under 2.5% of its workforce as soon as next week, layering fresh cuts on top of an already turbulent fiscal year for the company.
Amazon Is Hiring 11,000 Grads While Everyone Worries About AI Replacing Jobs
AWS CEO Matt Garman says Amazon's entry-level hiring plan undercuts the loudest fears about AI replacing jobs, even as the company keeps cutting corporate headcount elsewhere.
GitHub Copilot
GitHub Copilot is strongest for developers already working inside GitHub repositories who want in-editor completions and chat. It is less ideal for heavy agentic or chat-based usage on lower tiers since credits can run out quickly under the current billing model. It is worth considering if your team values tight GitHub integration over flat-rate predictability.
Claude Sonnet 5 Closes the Gap With Opus on Agentic AI Tasks
Anthropic's new mid-tier model brings near-Opus performance, a 1M token context window, and tighter safety guardrails at a lower price.
The AI brief for people adapting to changes in work
Join readers tracking AI news, workflow shifts, and practical tools they can use to adapt faster.