Origin
The first explicit AI-cited cut
Dropbox on April 27, 2023. Drew Houston framed the layoff memo as a pivot to AI-first products. It set the template every public AI-driven cut has followed since.
The AI Tax · Living tracker
How AI is reshaping who keeps a job, in numbers.
A daily-updated record of corporate layoffs where the company, an executive, or a primary news source explicitly cited AI as the reason. Every row links to its source. Updated by an automated pipeline every morning at 7:30am Central Time.
Last refresh: Jun 2, 2026 7:30 am CDT
People impacted
673,514
across 65 AI-cited events at 48 companies
Worst year tracked
2026
561,830 people across 28 announcements
Average pace
594/day
running average since Apr 2023
Reach
7
countries, 23 industries; US accounts for 32.7% of impacted
The cumulative count keeps climbing
Running total of people impacted by AI-cited layoffs since the first tracked event. Steps up on each new announcement.
What the data shows
Biggest event
The single largest announcement
Morgan Stanley, 400,000 people on May 29, 2026. Sector: Banking.
Deepest cut
Highest share of workforce
Bumble let go 30% of staff in a single round on Feb 27, 2024. Smaller absolute numbers, larger institutional shock.
Median
Typical AI-cited cut depth
Among events with a disclosed percentage, the average AI-cited cut is 10.7% of workforce, around 14,966 people per company. Not a fringe phenomenon; structural.
Geography
US-centered, but not US-only
US-HQ companies account for 32.7% of impacted headcount across 7 tracked countries. Sweden (Klarna), the UK (BT), India (TCS), and Germany (SAP) all contribute headline events.
Sourcing strength
How well-attributed the dataset is
49 events trace to a direct CEO or executive quote (high confidence). 12 are reported by primary publications without a direct quote. 4 are flagged for verification.
The trend, last 18 months
Monthly headcount impacted by AI-cited layoffs. Bars stack each company event in that month.
Where the cuts are concentrated
Industries with the most AI-cited layoffs in the last 12 months, by headcount impacted.
Most-impacted companies (12 mo)
Total people impacted by AI-cited layoffs at each company in the last 12 months.
Year over year
Headcount impacted by AI-cited layoffs, totaled by calendar year. The dataset starts mid-2023.
Geographic spread
People impacted at AI-cited layoffs by headquarters country.
This week and last: the most recent eight
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Jul 13 2026600
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Jun 1 2026—
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May 30 2026—
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May 29 2026400,000 20% of workforce
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May 29 20261,600 25% of workforce
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May 28 2026Meta · Technology part of a broader restructuring tied to its artificial intelligence push Source: Outlook Business ↗1,400
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May 28 2026—
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May 28 2026—
The full record (latest 100)
| Date | Company | Industry | Impacted | % of workforce | AI-cited reason | Source | Confidence |
|---|---|---|---|---|---|---|---|
| Jul 13, 2026 | Meta | Technology | 600 | — | AI-driven layoffs | Livemint ↗ | high |
| Jun 1, 2026 | Anthropic | Technology | — | — | AI-driven disruption | The Economic Times ↗ | high |
| May 30, 2026 | clothing retail chain | Fashion | — | — | replaced by an AI replica | New York Post ↗ | high |
| May 29, 2026 | Morgan Stanley | Banking | 400,000 | 20% | AI replacement | TechRadar ↗ | high |
| May 29, 2026 | Groupon | Technology | 1,600 | 25% | part of its AI restructuring plan | Los Angeles Times ↗ | high |
| May 28, 2026 | Meta | Technology | 1,400 | — | part of a broader restructuring tied to its artificial intelligence push | Outlook Business ↗ | high |
| May 28, 2026 | Standard Chartered | Banking | — | — | push into artificial intelligence | Times of India ↗ | high |
| May 28, 2026 | Microsoft, Amazon, Oracle | Technology | — | — | AI adoption or AI-driven layoffs | India Today ↗ | high |
| May 26, 2026 | HSBC, Amazon, Standard Chartered, CBA | — | — | — | jobs being replaced by AI | Telegraph India ↗ | high |
| May 26, 2026 | Meta | Technology | — | — | AI-driven restructuring | The Financial Express ↗ | high |
| May 25, 2026 | ClickUp | Software | — | — | replacing hundreds of employees with thousands of AI agents | TechCrunch ↗ | high |
| May 22, 2026 | Meta | Technology | — | — | AI restructuring push | The Financial Express ↗ | high |
| May 22, 2026 | ClickUp | Productivity Software | — | 22% | pivot to an AI-first operating model | Outlook Business ↗ | high |
| May 21, 2026 | ClickUp | Software | — | 22% | restructuring around a '100x org' model where AI agents outnumber employees 3:1 | TNW ↗ | high |
| May 21, 2026 | Nvidia | Semiconductors | — | — | AI-driven layoffs | Seeking Alpha ↗ | medium |
| May 21, 2026 | PwC, McKinsey, EY | Professional Services | — | — | AI-driven layoffs | The Financial Express ↗ | high |
| May 21, 2026 | Meta | Technology | — | — | to offset AI investments | The Verge ↗ | high |
| May 20, 2026 | Amazon | Technology | 30,000 | — | AI-driven productivity | The News International ↗ | high |
| May 20, 2026 | HSBC | Banking | 20,000 | — | AI advancements are reshaping the workforce | Livemint ↗ | high |
| May 20, 2026 | Meta Platforms | Technology | 7,900 | 10% | AI restructuring and cost pressure | The Times of India ↗ | high |
| May 20, 2026 | Meta | Technology | 80,000 | 10% | restructuring plans to invest heavily in artificial intelligence | Business Today ↗ | high |
| May 19, 2026 | Meta Platforms Inc. | Technology | 8,000 | — | part of a previously announced restructuring aimed at reducing costs while the company invests heavily in artificial intelligence | Bloomberg Tech ↗ | high |
| May 19, 2026 | Meta | Technology | 7,000 | — | shifts thousands of employees to AI-focused projects | The Indian Express ↗ | high |
| May 19, 2026 | Microsoft | Technology | — | — | automation of white-collar jobs | The Economic Times ↗ | high |
| May 14, 2026 | Cisco | Technology | 4,000 | — | to spend more on AI | TechCrunch ↗ | high |
| May 13, 2026 | ZoomInfo | Technology | — | — | AI-driven restructuring | Barchart ↗ | high |
| Jan 15, 2026 | BlackRock | Finance | 600 | 1% | Larry Fink letter described AI tooling reshaping investment research and risk analytics workflows. | Financial Times ↗ | low |
| Jan 9, 2026 | Wayfair | E-commerce | 730 | 3% | CEO Niraj Shah memo cited AI tooling reducing the need for technology and corporate roles. | Wall Street Journal ↗ | low |
| Sep 8, 2025 | Salesforce | Enterprise software | 1,000 | — | Marc Benioff said Agentforce AI agents now handle most tier-1 customer-support volume; sales engineering also reduced. | Bloomberg ↗ | high |
| Jul 9, 2025 | Recruit Holdings (Indeed/Glassdoor) | HR tech | 1,300 | 8% | CEO memo cited AI-driven hiring tools reducing the need for engineering and product roles supporting search. | Reuters ↗ | high |
| Jul 2, 2025 | Microsoft | Technology | 9,000 | 4% | Satya Nadella framed the round as redirecting headcount to AI infrastructure and Copilot product investment. | Reuters ↗ | high |
| May 15, 2025 | Klarna | Fintech | — | — | Sebastian Siemiatkowski softened earlier AI replacement stance after CX quality issues; rehiring some roles but holding the AI-driven headcount reduction. | Bloomberg ↗ | medium |
| May 13, 2025 | Microsoft | Technology | 6,000 | 3% | Restructure framed as redirecting headcount toward AI infrastructure and Copilot product work. | Reuters ↗ | high |
| May 7, 2025 | CrowdStrike | Cybersecurity | 500 | 5% | CEO George Kurtz said AI is "fundamentally reshaping" the workforce, citing efficiency from AI tooling. | CNBC ↗ | high |
| Feb 27, 2025 | Autodesk | Enterprise software | 1,350 | 9% | CEO Andrew Anagnost cited refocusing investment on AI product platforms and cloud. | Reuters ↗ | high |
| Feb 27, 2025 | HP | Technology | 2,000 | 4% | Restructure tied to investing in AI PCs and reducing legacy engineering layers per investor day. | Bloomberg ↗ | medium |
| Feb 27, 2025 | Klarna | Fintech | 700 | — | CEO Sebastian Siemiatkowski stated the AI assistant does the work of 700 customer-service agents. | Financial Times ↗ | high |
| Feb 12, 2025 | Cisco | Networking | 4,000 | 5% | Second AI-driven round; CEO Chuck Robbins reiterated reorganizing around AI, security, and cloud. | Reuters ↗ | high |
| Feb 12, 2025 | Salesforce | Enterprise software | 1,000 | — | CEO Marc Benioff said Agentforce AI agents reduce the need for human roles in customer support and engineering. | Bloomberg ↗ | high |
| Feb 10, 2025 | Meta | Technology | 3,600 | 5% | Zuckerberg memo: "intensify performance management" while shifting headcount to AI infrastructure roles. | Wall Street Journal ↗ | medium |
| Feb 5, 2025 | Sonos | Consumer electronics | 200 | 12% | Restructure tied to refocusing engineering on AI-driven audio features and reducing legacy SW layers. | TechCrunch ↗ | low |
| Feb 5, 2025 | Workday | Enterprise software | 1,750 | 8.5% | CEO Carl Eschenbach said the cuts free capital to invest in AI engineering and AI go-to-market. | CNBC ↗ | high |
| Feb 4, 2025 | Estee Lauder | Consumer goods | 7,000 | 11% | Profit Recovery and Growth Plan referenced AI productivity tooling in marketing/back-office; cuts framed as enabling AI investment. | Wall Street Journal ↗ | medium |
| Dec 4, 2024 | Block | Fintech | 931 | 10% | CEO Jack Dorsey memo described AI productivity gains enabling a smaller, more focused org. | Bloomberg ↗ | high |
| Oct 15, 2024 | TCS | IT services | 12,000 | 2% | CEO K Krithivasan said generative AI now does work historically done by entry-level engineers. | Bloomberg ↗ | medium |
| Sep 10, 2024 | Coursera | EdTech | 153 | 10% | Restructure tied to investing in AI Coach tutor product and reducing course-ops staff. | Bloomberg ↗ | medium |
| Aug 27, 2024 | Klarna | Fintech | 1,000 | — | Klarna froze hiring and shrank headcount by ~22% citing AI productivity gains. | Bloomberg ↗ | high |
| Aug 14, 2024 | Cisco | Networking | 5,500 | 7% | CEO Chuck Robbins said cuts fund pivots to AI, cybersecurity, and cloud product lines. | Reuters ↗ | high |
| Jul 10, 2024 | Intuit | Fintech | 1,800 | 10% | CEO Sasan Goodarzi memo: cuts free capital to rehire 1,800 AI-focused engineers and accelerate generative AI products. | CNBC ↗ | high |
| May 15, 2024 | Cognizant | IT services | — | — | CEO Ravi Kumar said AI productivity tools shrunk hiring needs for entry-level technology consultants. | Reuters ↗ | medium |
| Apr 15, 2024 | Goldman Sachs | Finance | — | — | CEO David Solomon told analysts AI tools now draft IPO prospectus sections previously done by junior bankers. | Bloomberg ↗ | medium |
| Feb 27, 2024 | Bumble | Consumer tech | 350 | 30% | Restructure tied to AI-driven product roadmap and reduction of non-AI engineering teams. | TechCrunch ↗ | medium |
| Feb 5, 2024 | Snap | Social media | 500 | 10% | Reorg framed around investing in AI Snap features and reducing non-AI engineering layers. | Reuters ↗ | medium |
| Feb 5, 2024 | Zoom | Software | 150 | 2% | Restructure tied to refocusing on AI Companion features as core product surface. | TechCrunch ↗ | low |
| Jan 30, 2024 | PayPal | Fintech | 2,500 | 9% | CEO Alex Chriss said the cuts redirect resources to AI-driven product investments. | Reuters ↗ | medium |
| Jan 30, 2024 | UPS | Logistics | 12,000 | 2.5% | CEO Carol Tome said machine learning and AI tools had reduced the need for managerial layers. | Wall Street Journal ↗ | high |
| Jan 23, 2024 | SAP | Enterprise software | 8,000 | 7% | CEO Christian Klein explicitly framed the restructuring as a shift to AI-driven product roles. | Reuters ↗ | high |
| Jan 11, 2024 | Technology | 1,000 | — | Memo from Sundar Pichai called for reorganizations to fund AI investment; hardware and Voice Assistant teams cut. | Reuters ↗ | high | |
| Jan 8, 2024 | Duolingo | EdTech | — | 10% | Duolingo cut ~10% of contractors, with leadership confirming AI now handles content translation tasks. | Bloomberg ↗ | high |
| Nov 6, 2023 | Chegg | EdTech | — | 23% | Chegg disclosed material revenue impact from ChatGPT; restructuring cut ~23% of staff to pivot to AI tooling. | New York Times ↗ | high |
| Oct 16, 2023 | Stack Overflow | Developer tools | 100 | 28% | CEO Prashanth Chandrasekar cited traffic decline from ChatGPT replacing programming Q&A search. | TechCrunch ↗ | high |
| May 20, 2023 | Meta | Technology | 8,000 | — | accelerate AI investment | Forbes ↗ | high |
| May 18, 2023 | BT Group | Telecom | 10,000 | — | CEO Philip Jansen said roughly 10,000 of the announced 55,000 cuts by 2030 come from AI automation. | Financial Times ↗ | high |
| May 1, 2023 | IBM | Technology | 7,800 | — | CEO Arvind Krishna told Bloomberg back-office and HR roles would be replaced by AI over five years. | Bloomberg ↗ | high |
| Apr 27, 2023 | Dropbox | Software | 500 | 16% | CEO Drew Houston memo cited the need to pivot the company to AI-first product work. | TechCrunch ↗ | high |
How this works
A scheduled job runs every morning at 7:30am Central Time. It pulls candidate layoffs from three sources, runs each through an LLM to extract structured fields, dedupes against existing rows, and rebuilds this page.
- Source layer 1:
layoffs.fyistructured backbone, filtered to events with an AI-cited reason. - Source layer 2: NewsAPI search for "AI layoffs", "replace with AI", "automation cuts", last 48 hours.
- Source layer 3: GNews.io search with the same query set, last 72 hours, used as a redundancy net against NewsAPI rate limits.
- Source layer 4: Curated RSS feeds from TechCrunch, Reuters, The Verge, Bloomberg, Ars Technica, Wired, and CNBC.
- Extraction: Each candidate runs through OpenAI
gpt-4o-miniwith a strict schema. Only events where the company or a primary source explicitly cites AI count. - Dedupe: Unique on
(company_slug, layoff_date). New filings replace any lower-confidence existing row. - Confidence flag: high = company press release or executive quote. medium = primary business publication. low = secondary source or implied.
Data licensed CC BY 4.0. Cite kevinchamplin.com/the-ai-tax and link back. Spotted a missing event or a correction? Send it over.
Built by Kevin Champlin · Senior Software Engineer
This page is the receipt.
I'm a senior software engineer with 20+ years shipping production systems across PHP, TypeScript, Swift, Kotlin, and Python. I build AI-driven products end-to-end: data ingestion, LLM extraction, structured storage, visualization, SEO, and the operations to keep it all running. This page is one example, built in an afternoon. Most of my work is under NDA for Fortune 100/500 clients. The public artifacts below are the ones I can show.
I am open to senior / staff software engineer, AI engineer, and engineering manager roles at companies where the work is interesting and the team ships. Remote or Chicago metro. Also available for project-based consulting through Champlin Enterprises.
20+
years shipping production code
F100 / 500
enterprise client experience
PHP, TS, Swift, Kotlin, Python
full-stack + mobile + AI
Chicago Metro
Gurnee · Chicago metro · remote-friendly
What this page actually does, end to end:
- Daily cron (
7:30am CT) pulls candidate news items fromNewsAPI,GNews.io, and seven RSS feeds. - Each candidate runs through an LLM with a strict JSON schema. Only events with explicit AI attribution insert.
- MySQL dedupe on
(company_slug, layoff_date); higher-confidence rows replace lower. - Server-rendered PHP with inline
Dataset+FAQPageJSON-LD for Google Dataset Search and AI answer engines. - Telemetry table (
ai_layoffs_runs) tracks every ingest: source, candidates seen, inserted, skipped, errors. - Lock file prevents concurrent runs; API keys redacted before any log line is written.
That's the same kind of stack I'd build for your team: a working pipeline, not a slide deck. Architecture-first, observable, AI integrated where it earns its keep.