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from official sources.

Each post is built on government employment data - BLS, Eurostat, ONS, ABS, ILO. No guesswork, no projections dressed as facts.

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🇺🇸 United States · June 2, 2026 · BLS data

Which US Jobs Are Most at Risk from AI in 2026?

Clerical and administrative workers score 8.5/10 on AI exposure - the highest of any broad occupation group. Over 16.5 million Americans work in jobs scoring 7 or above. We ranked all 341 BLS occupations.

All analyses

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Germany - The Highest AI Score in the Dataset (9.0/10)

Jun 8, 2026 · 42.1M workers · Eurostat SES · 7 min

United Kingdom - Clerical Workers Most Exposed

Jun 4, 2026 · 34.1M workers · ONS ASHE · 7 min

Australia - 17 Million Workers, Full Data

Jun 6, 2026 · 17.0M workers · ABS EEH · 6 min

Canada - Remote-First Economy, High AI Exposure

Jun 10, 2026 · 18.7M workers · Statistics Canada · 7 min

France - 28.8M Workers, 9.0/10 Clerks

Jun 19, 2026 · 28.8M workers · INSEE DADS · 7 min

Japan - Robotics vs AI, 70.5M Workers Full Data

Jun 18, 2026 · 70.5M workers · MHLW BSS · 8 min

India - 476M Workers, Lowest Velocity in Dataset

Jun 18, 2026 · 476.6M workers · ILO ILOSTAT · 9 min

South Korea - 28.8M Workers, High Robotics Too

Jun 20, 2026 · 28.8M workers · KOSIS · 8 min

Brazil - 102M Workers, Service Sector Most Exposed

Jun 19, 2026 · 102.1M workers · IBGE PNAD · 8 min

Italy - 24.1M Workers, Southern Europe Analysis

Jun 20, 2026 · 24.1M workers · Eurostat SES · 7 min

Spain - 22.2M Workers, Tourism vs Tech Divide

Jun 20, 2026 · 22.2M workers · Eurostat/INE · 7 min

Indonesia - 139M Workers, Agriculture Buffers Risk

Jun 21, 2026 · 139.2M workers · ILO ILOSTAT · 8 min

Netherlands - 9.8M Workers, Europe's Highest Avg

Jun 21, 2026 · 9.8M workers · Eurostat SES · 7 min

UAE - Finance Hub Faces 8.5/10 Clerical AI Risk

Jun 22, 2026 · 5.4M workers · ILO/UAE FCSA · 8 min

Saudi Arabia - Vision 2030 vs AI Disruption

Jun 22, 2026 · 15.8M workers · GASTAT · 8 min

Sweden - Nordic Model Meets Automation Risk

Jun 23, 2026 · 5.3M workers · Eurostat SES · 7 min

Switzerland - Highest Wages, Highest AI Exposure

Jun 23, 2026 · 4.6M workers · FSO SES · 7 min

South Africa - 12.7M Workers, Inequality and Automation

Jun 24, 2026 · 12.7M workers · Stats SA QLFS · 8 min

Nigeria - 71M Workers, Infrastructure Limits AI Timeline

Jun 24, 2026 · 71.4M workers · ILO ILOSTAT · 8 min

Philippines - 47M Workers, BPO Sector at Risk

Jun 25, 2026 · 47.2M workers · PSA LFS · 8 min

Malaysia - 15.6M Workers, Southeast Asia Tech Hub

Jun 25, 2026 · 15.6M workers · DOSM LFS · 8 min

Pakistan - 77M Workers, Agriculture Dominates Risk

Jun 26, 2026 · 77.6M workers · ILO ILOSTAT · 7 min

Bangladesh - 68M Workers, Garment Industry Faces Robotics

Jun 26, 2026 · 68.4M workers · ILO ILOSTAT · 7 min

Argentina - 20.8M Workers, Tech Exports vs Informal Economy

Jun 27, 2026 · 20.8M workers · INDEC EPH · 7 min

Mexico - 59M Workers, Nearshoring Boom Meets AI Risk

Jun 27, 2026 · 59.0M workers · INEGI ENOE · 8 min

China - 740M Workers, State-Led AI Strategy

Jun 27, 2026 · 740.0M workers · NBS CNBS · 9 min

🌐

US vs the World - AI Job Risk Compared Across 206 Countries

Jun 17, 2026 · Global comparison · ILO + BLS · 10 min

Vietnam - 53.7M Workers, Two-Speed AI and Robotics Disruption

Jul 3, 2026 · 53.7M workers · ILO ILOSTAT / MOLISA · 8 min

Thailand - 39.7M Workers, Agriculture and Tourism Face Disruption

Jul 3, 2026 · 39.7M workers · ILO ILOSTAT / NSO Thailand · 8 min

Poland - 17.1M Workers, Europe's Highest AI Exposure at 5.04/10

Jul 3, 2026 · 17.1M workers · Eurostat / GUS Poland · 9 min

Turkiye - 32.4M Workers, Low Resilience Meets High AI Risk

Jul 3, 2026 · 32.4M workers · Eurostat / TURKSTAT · 8 min

Portugal - 5.2M Workers, Tourism Paradox and Lisbon Tech Hub

Jul 5, 2026 · 5.2M workers · Eurostat / INE · 8 min

Belgium - 5.0M Workers, EU Capital Effect Pushes Exposure to 5.31/10

Jul 5, 2026 · 5.0M workers · Eurostat / Statbel · 8 min

Austria - 4.5M Workers, Vienna UN Hub and Alpine Tourism Buffer

Jul 5, 2026 · 4.5M workers · Eurostat / Statistik Austria · 8 min

Denmark - 3.0M Workers, Flexicurity Meets AI Disruption

Jul 5, 2026 · 3.0M workers · Eurostat / Danmarks Statistik · 8 min

Finland - 2.6M Workers, Knowledge Economy Faces AI Disruption

Jul 8, 2026 · 2.6M workers · Eurostat / Tilastokeskus · 9 min

Norway - 2.9M Workers, Oil Wealth Cannot Shield Jobs from AI

Jul 8, 2026 · 2.9M workers · ILO ILOSTAT / SSB · 9 min

Ireland - 2.8M Workers, Silicon Docks Drives Highest EU AI Exposure

Jul 8, 2026 · 2.8M workers · CSO Ireland · 9 min

New Zealand - 2.6M Workers, Trades Stability in a High-Exposure Economy

Jul 8, 2026 · 2.6M workers · Stats NZ · 9 min

Israel - 4.1M Workers, Start-Up Nation Faces Above-Average AI Exposure

Jul 8, 2026 · 4.1M workers · CBS Israel · 9 min

Chile - 9.4M Workers, Copper Economy and Formal Sector AI Exposure

Jul 8, 2026 · 9.4M workers · INE Chile + OECD · 9 min

Colombia - 23.8M Workers, BPO Sector Faces High AI Exposure

Jul 9, 2026 · 23.8M workers · ILO ILOSTAT / DANE · 9 min

Peru - 17.8M Workers, 70% Informal Employment Buffers AI Risk

Jul 9, 2026 · 17.8M workers · ILO ILOSTAT / INEI · 9 min

Kenya - 16.8M Workers, Agricultural Economy Shields Against AI

Jul 9, 2026 · 16.8M workers · ILO ILOSTAT / KNBS · 9 min

Ghana - 48.4M Workers, Agriculture Dominates AI Risk Profile

Jul 9, 2026 · 48.4M workers · ILO ILOSTAT / GSS · 9 min

Ethiopia - 36.6M Workers, Africa's Lowest AI Exposure at 2.94/10

Jul 9, 2026 · 36.6M workers · ILO ILOSTAT / ESS · 9 min

Morocco - 9.4M Workers, BPO Sector and Low Recovery Resilience

Jul 9, 2026 · 9.4M workers · ILO ILOSTAT / HCP · 9 min

Tanzania - 31M Workers, 90.8% Informality Buffers Near-Term AI Risk

Jul 9, 2026 · 31M workers · ILO ILOSTAT / NBS · 9 min

Uganda - 18M Workers, 60% Agricultural Share Anchors Lowest-Risk Profile

Jul 9, 2026 · 18M workers · ILO ILOSTAT / UBOS · 9 min

Cameroon - 9.3M Workers, Douala Finance Hub Faces AI Pressure

Jul 9, 2026 · 9.3M workers · ILO ILOSTAT / INS · 9 min

Cote d'Ivoire - 11.5M Workers, Cocoa Economy and Abidjan Finance Sector

Jul 9, 2026 · 11.5M workers · ILO ILOSTAT / INS · 9 min

Algeria - 10.2M Workers, Hydrocarbon Economy and Large Formal Sector

Jul 9, 2026 · 10.2M workers · ILO ILOSTAT / ONS · 9 min

Tunisia - 5.4M Workers, Lowest Recovery Resilience Raises AI Displacement Risk

Jul 9, 2026 · 5.4M workers · ILO ILOSTAT / INS · 9 min

Egypt - 30M Workers, Africa's Largest Arab Workforce

Jun 28, 2026 · 30.2M workers · ILO/CAPMAS · 8 min

Jordan - 2.86M Workers, Amman IT Hub and Gulf Remittance Exposure

Jul 10, 2026 · 2.86M workers · DoS Jordan LFS 2024 · 9 min

Lebanon - 1.58M Workers, Economic Collapse Reframes AI Risk

Jul 11, 2026 · 1.58M workers · CAS Lebanon LFS 2019 · 9 min

Iraq - 8.46M Workers, Oil State Economy and Reconstruction

Jul 11, 2026 · 8.46M workers · CSO Iraq LFS 2021 · 9 min

Kuwait - 2.5M Workers, Kafala Economy and KIA $750B SWF

Jul 11, 2026 · 2.5M workers · CSB Kuwait 2016 · 9 min

Qatar - 2.24M Workers, Highest Gulf Batch AI Score, QIA $450B+ SWF

Jul 11, 2026 · 2.24M workers · PSA Qatar LFS 2024 · 9 min

Oman - 1.12M Workers, Omanisation Policy Meets AI Automation Pressure

Jul 11, 2026 · 1.12M workers · NCSI Oman 2008 · 9 min

Singapore - SEA's Highest AI Exposure at 5.62/10

Jun 28, 2026 · 3.7M workers · ILO/MOM · 8 min

🌐

AI and the Labour Shortage: Why Aging Economies Need Automation to Survive

Jul 1, 2026 · Global analysis · IMF, ILO, Bertelsmann · 10 min

🌐

Which Occupations Have the Highest AI Exposure Score? A 34-Country Comparison

Jul 1, 2026 · 34 countries · ILO ISCO-08 · 12 min

🌐

The Safest Jobs from AI in 2026: Evidence from 33 Countries

Jul 3, 2026 · Global analysis · ILO, WHO, ABC · 11 min

Lowest AI score

🌐

What Happens to the World's 800 Million Clerical Workers When AI Arrives

Jul 3, 2026 · Global analysis · Anthropic, ILO · 12 min

🌐

Which Countries Will Feel AI Disruption First: Risk Velocity Ranked

Jul 4, 2026 · Global analysis · ITU, IMF, OECD · 11 min

🛠

Why Trades Workers Are Safe from AI in Every Country We Measured

Jul 4, 2026 · Global analysis · ILO, ABC, CITB, BLS · 10 min

ISCO 7 AI score

🌐

The 61-Point Gap: Why AI Can Do Your Job But Isn't Yet

Jul 5, 2026 · Global analysis · Anthropic, ILO · 12 min

🌐

Why Agricultural Workers Are the World's Most AI-Proof Workforce

Jul 5, 2026 · Global analysis · ILO, FAO · 10 min

🌐

Clerks vs Care Workers: The Widest AI Exposure Gap in the Global Workforce

Jul 6, 2026 · Global analysis · ILO, Anthropic, BLS · 11 min

Highest AI score

🌐

Europe vs Asia: Who Has the Higher AI Job Risk

Jul 6, 2026 · Global analysis · ILO, Eurostat, OECD · 13 min

What Anthropic's AI Jobs Report Actually Says

Jul 7, 2026 · US analysis · Anthropic, BLS, CPS · 11 min

Why High-Paid, Educated Workers Face the Most AI Risk in America

Jul 7, 2026 · US analysis · Anthropic, BLS · 10 min

Iran - 24.07M Workers, Sanctions Delay AI 7-12 Years, Sovereign Buffer 9.0/10

Jul 14, 2026 · 24.07M workers · SCI LFS 2024 / ILO ILOSTAT · 8 min

Ukraine - 14.98M Workers, Highest Eastern Europe Exposure at 4.63/10 (2021 Pre-Invasion Data)

Jul 14, 2026 · 14.98M workers · SSSU LFS 2021 / ILO ILOSTAT · 8 min

Romania - 7.69M Workers, Bucharest Tech Hub Drives 4.26/10 Exposure

Jul 14, 2026 · 7.69M workers · Eurostat lfsa_egai2d 2025 / INS · 8 min

Hungary - 4.67M Workers, Auto Hub Meets Budapest Finance at 4.82/10

Jul 14, 2026 · 4.67M workers · Eurostat lfsa_egai2d 2025 / KSH · 8 min

Czechia - 5.22M Workers, Business Services Hub Drives 4.84/10 Exposure

Jul 14, 2026 · 5.22M workers · Eurostat lfsa_egai2d 2025 / CSO · 8 min

Slovakia - 2.59M Workers, Highest Eastern Europe AI Score at 4.91/10

Jul 14, 2026 · 2.59M workers · Eurostat lfsa_egai2d 2025 / SUSR · 8 min

Croatia - 1.89M Workers, Tourism Economy Buffers 4.65/10 Exposure

Jul 16, 2026 · 1.89M workers · Eurostat lfsa_egai2d 2025 / DZS · 8 min

Serbia - 2.75M Workers, Belgrade Tech Hub Drives EU Candidate Exposure

Jul 16, 2026 · 2.75M workers · ILO ILOSTAT 2025 / SORS · 8 min

Bulgaria - 3.02M Workers, Low-Wage Buffer Gone, Sofia BPO at Risk

Jul 16, 2026 · 3.02M workers · Eurostat lfsa_egai2d 2025 / NSI Bulgaria · 8 min

Greece - 4.25M Workers, Tourism Buffers 21% of Workers at 4.47/10

Jul 16, 2026 · 4.25M workers · Eurostat lfsa_egai2d 2025 / ELSTAT · 8 min

Latvia - 880K Workers, Riga Baltic Hub, Highest Risk Velocity 9.6/10

Jul 16, 2026 · ~880K workers · Eurostat lfsa_egai2d 2025 / CSB Latvia · 7 min

Lithuania - 1.29M Workers, Vilnius Fintech Hub - Revolut EU HQ

Jul 16, 2026 · 1.29M workers · Eurostat lfsa_egai2d 2025 / Statistics Lithuania · 8 min

Estonia - 700K Workers, X-Road Digital Infra - Highest Risk Velocity 9.8/10

Jul 17, 2026 · ~700K workers · Eurostat lfsa_egai2d 2025 / Statistics Estonia · 8 min

Slovenia - 1.0M Workers, Most Advanced Ex-Yugoslavia Economy at 4.72/10

Jul 17, 2026 · ~1.0M workers · Eurostat lfsa_egai2d 2025 / SURS Slovenia · 8 min

Luxembourg - 500K Workers, Finance Capital of EU - Highest Exposure 5.38/10

Jul 17, 2026 · ~500K workers · Eurostat lfsa_egai2d 2025 / STATEC · 8 min

Cyprus - 490K Workers, Limassol Finance Hub, World's 3rd Ship Registry

Jul 17, 2026 · ~490K workers · Eurostat lfsa_egai2d 2025 / CYSTAT · 8 min

Malta - 310K Workers, iGaming Capital of Europe, 700+ MGA Operators

Jul 17, 2026 · ~310K workers · Eurostat lfsa_egai2d 2025 / NSO Malta · 8 min

Iceland - 220K Workers, EEA Not EU, Fishing + Geothermal + Recovery Resilience 7.5/10

Jul 17, 2026 · ~220K workers · Statistics Iceland / Hagstofa Islands LFS 2025 · 8 min

Cambodia - 9.5M Workers, Garment Industry 40% Exports, Wing Mobile Money

Jul 17, 2026 · ~9.5M workers · ILO ILOSTAT / NIS Cambodia LFS 2025 · 8 min

Myanmar - 22.0M Workers, Agriculture 38%, Post-Coup Data Caveats

Jul 17, 2026 · ~22.0M workers · ILO ILOSTAT / CSO Myanmar LFS 2022-2023 · 8 min

Sri Lanka - 8.3M Workers, 2022 IMF Bailout, Colombo Port City SEZ

Jul 17, 2026 · ~8.3M workers · ILO ILOSTAT / DCS Sri Lanka LFS 2025 · 8 min

Nepal - 7.5M Workers, Remittances 22% GDP, Fusemachines AI Pioneer

Jul 17, 2026 · ~7.5M workers · ILO ILOSTAT / CBS Nepal LFS 2025 · 8 min

Cuba - 5.1M Workers, 30K+ Doctors Exported, BioCubaFarma 11 COVID Vaccines

Jul 17, 2026 · ~5.1M workers · ILO ILOSTAT / ONEI Cuba 2023-2024 · 8 min

Belarus - 4.6M Workers, HTP IT Park 800+ Companies, Wargaming Birthplace

Jul 17, 2026 · ~4.6M workers · ILO ILOSTAT / Belstat LFS 2025 · 8 min

Libya - 2.3M Workers, Post-Civil War Dual-Government, NOC Oil 95% Revenue

Jul 17, 2026 · ~2.3M workers · ILO ILOSTAT / NPC Libya 2024-2025 · 8 min

Sudan - 14.0M Workers, 2023 Civil War, Agriculture 36%, Gold 4th Globally

Jul 17, 2026 · ~14.0M workers · ILO ILOSTAT / CBS Sudan 2023-2024 · 8 min

Hong Kong - 3.8M Workers, Global Financial Centre Rank 3, HSBC HQ

Jul 17, 2026 · ~3.8M workers · C&SD HK General Household Survey 2025 · 8 min

Taiwan - 11.8M Workers, TSMC 54% Global Advanced Chips, Technicians 20%

Jul 17, 2026 · ~11.8M workers · DGBAS Taiwan Manpower Survey 2025 · 8 min

Kazakhstan - 9.0M Workers, Tengizchevroil and Kaspi Bank Fintech Hub

Jul 17, 2026 · ~9.0M workers · ILO ILOSTAT / BNS Kazakhstan LFS 2025 · 8 min

Uzbekistan - 16.0M Workers, Youngest CIS Median Age, Tashkent IT Park

Jul 17, 2026 · ~16.0M workers · ILO ILOSTAT / Goskomstat UZ LFS 2025 · 8 min

Azerbaijan - 5.0M Workers, Baku Oil Capital and COP29 Host 2024

Jul 17, 2026 · ~5.0M workers · ILO ILOSTAT / AZSTAT LFS 2025 · 8 min

Georgia - 2.0M Workers, Tbilisi Startup Scene and Russian Tech Influx

Jul 17, 2026 · ~2.0M workers · ILO ILOSTAT / Geostat LFS 2025 · 8 min

Armenia - 1.35M Workers, TUMO Centre and PicsArt 2B Downloads

Jul 17, 2026 · ~1.35M workers · ILO ILOSTAT / Armstat LFS 2025 · 8 min

Russia AI Job Risk 2026: 73.5M Workers, Disruption Imminent 1-3 Years

Jul 19, 2026 · 73.5M workers · ILO ILOSTAT 2025 · 9 min

🌍

AI Job Risk Country Ranking 2026: All 206 Countries Compared

Jul 19, 2026 · 206 countries · ILO ILOSTAT 2025 · 11 min

🤖

AI vs Robotics Risk by Country: The Paradox of Sub-Saharan Africa

Jul 19, 2026 · 206 countries · ILO ILOSTAT 2025 + IFR 2024 · 10 min

🏠

Work From Home as an AI Hedge: Which Countries Are Most Protected?

Jul 19, 2026 · 206 countries · ILO ILOSTAT 2025 · 9 min

⚡

49 Countries Face AI Disruption Within 1-3 Years: Risk Velocity 10/10

Jul 19, 2026 · 49 countries · ILO + World Bank + ITU 2025 · 11 min

♀️

The Gender Gap in AI Job Risk: Women Bear a Disproportionate Burden

Jul 19, 2026 · 206 countries · ILO ILOSTAT 2025 · 10 min

Albania AI Job Risk 2026: 1.17M Workers, Clerical 8.5/10, Agriculture Dominates

Jul 20, 2026 · 1.17M workers · ILO ILOSTAT / Eurostat SES 2022 · 7 min

Bolivia AI Job Risk 2026: 6.82M Workers, Informal Economy Buffers AI Exposure

Jul 20, 2026 · 6.82M workers · ILO ILOSTAT / INE Bolivia EH 2024 · 7 min

Costa Rica AI Job Risk 2026: 2.19M Workers, Free Zone Tech Sector Leads Exposure

Jul 20, 2026 · 2.19M workers · ILO ILOSTAT / INEC Costa Rica ECE · 7 min

Dominican Republic AI Job Risk 2026: 5.14M Workers, Tourism Meets BPO Pressure

Jul 20, 2026 · 5.14M workers · ILO ILOSTAT / ONE Dominican Republic ENFT · 7 min

Ecuador AI Job Risk 2026: 8.33M Workers, Oil Sector and 26% Elementary Workforce

Jul 20, 2026 · 8.33M workers · ILO ILOSTAT / INEC Ecuador ENEMDU · 7 min

113 countries remaining

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