Country or area Afghanistan (AFG) Albania (ALB) Algeria (DZA) American Samoa (ASM) Andorra (AND) Angola (AGO) Anguilla (AIA) Antarctica (ATA) Antigua and Barbuda (ATG) Argentina (ARG) Armenia (ARM) Aruba (ABW) Australia (AUS) Austria (AUT) Azerbaijan (AZE) Bahamas (BHS) Bahrain (BHR) Bangladesh (BGD) Barbados (BRB) Belarus (BLR) Belgium (BEL) Belize (BLZ) Benin (BEN) Bermuda (BMU) Bhutan (BTN) Bolivia (BOL) Bonaire, Sint Eustatius and Saba (BES) Bosnia and Herzegovina (BIH) Botswana (BWA) Bouvet Island (BVT) Brazil (BRA) British Indian Ocean Territory (IOT) British Virgin Islands (VGB) Brunei Darussalam (BRN) Bulgaria (BGR) Burkina Faso (BFA) Burundi (BDI) Cabo Verde (CPV) Cambodia (KHM) Cameroon (CMR) Canada (CAN) Cayman Islands (CYM) Central African Republic (CAF) Chad (TCD) Chile (CHL) China (CHN) China, Hong Kong Special Administrative Region (HKG) China, Macao Special Administrative Region (MAC) Christmas Island (CXR) Cocos (Keeling) Islands (CCK) Colombia (COL) Comoros (COM) Congo (COG) Cook Islands (COK) Costa Rica (CRI) Croatia (HRV) Cuba (CUB) Curaçao (CUW) Cyprus (CYP) Czechia (CZE) Côte d’Ivoire (CIV) Democratic People's Republic of Korea (PRK) Democratic Republic of the Congo (COD) Denmark (DNK) Djibouti (DJI) Dominica (DMA) Dominican Republic (DOM) Ecuador (ECU) Egypt (EGY) El Salvador (SLV) Equatorial Guinea (GNQ) Eritrea (ERI) Estonia (EST) Eswatini (SWZ) Ethiopia (ETH) Falkland Islands (Malvinas) (FLK) Faroe Islands (FRO) Fiji (FJI) Finland (FIN) France (FRA) French Guiana (GUF) French Polynesia (PYF) French Southern Territories (ATF) Gabon (GAB) Gambia (GMB) Georgia (GEO) Germany (DEU) Ghana (GHA) Gibraltar (GIB) Greece (GRC) Greenland (GRL) Grenada (GRD) Guadeloupe (GLP) Guam (GUM) Guatemala (GTM) Guernsey (GGY) Guinea (GIN) Guinea-Bissau (GNB) Guyana (GUY) Haiti (HTI) Heard Island and McDonald Islands (HMD) Holy See (VAT) Honduras (HND) Hungary (HUN) Iceland (ISL) India (IND) Indonesia (IDN) Iran (IRN) Iraq (IRQ) Ireland (IRL) Isle of Man (IMN) Israel (ISR) Italy (ITA) Jamaica (JAM) Japan (JPN) Jersey (JEY) Jordan (JOR) Kazakhstan (KAZ) Kenya (KEN) Kiribati (KIR) Kosovo (XKX) Kuwait (KWT) Kyrgyzstan (KGZ) Laos (LAO) Latvia (LVA) Lebanon (LBN) Lesotho (LSO) Liberia (LBR) Libya (LBY) Liechtenstein (LIE) Lithuania (LTU) Luxembourg (LUX) Madagascar (MDG) Malawi (MWI) Malaysia (MYS) Maldives (MDV) Mali (MLI) Malta (MLT) Marshall Islands (MHL) Martinique (MTQ) Mauritania (MRT) Mauritius (MUS) Mayotte (MYT) Mexico (MEX) Micronesia (Federated States of) (FSM) Moldova (MDA) Monaco (MCO) Mongolia (MNG) Montenegro (MNE) Montserrat (MSR) Morocco (MAR) Mozambique (MOZ) Myanmar (MMR) Namibia (NAM) Naoero (NRU) Nepal (NPL) Netherlands (Kingdom of the) (NLD) New Caledonia (NCL) New Zealand (NZL) Nicaragua (NIC) Niger (NER) Nigeria (NGA) Niue (NIU) Norfolk Island (NFK) North Macedonia (MKD) Northern Mariana Islands (MNP) Norway (NOR) Oman (OMN) Pakistan (PAK) Palau (PLW) Panama (PAN) Papua New Guinea (PNG) Paraguay (PRY) Peru (PER) Philippines (PHL) Pitcairn (PCN) Poland (POL) Portugal (PRT) Puerto Rico (PRI) Qatar (QAT) Romania (ROU) Russia (RUS) Rwanda (RWA) Réunion (REU) Saint Barthélemy (BLM) Saint Helena (SHN) Saint Kitts and Nevis (KNA) Saint Lucia (LCA) Saint Martin (French Part) (MAF) Saint Pierre and Miquelon (SPM) Saint Vincent and the Grenadines (VCT) Samoa (WSM) San Marino (SMR) Sao Tome and Principe (STP) Saudi Arabia (SAU) Senegal (SEN) Serbia (SRB) Seychelles (SYC) Sierra Leone (SLE) Singapore (SGP) Sint Maarten (Dutch part) (SXM) Slovakia (SVK) Slovenia (SVN) Solomon Islands (SLB) Somalia (SOM) South Africa (ZAF) South Georgia and the South Sandwich Islands (SGS) South Korea (KOR) South Sudan (SSD) Spain (ESP) Sri Lanka (LKA) State of Palestine (PSE) Sudan (SDN) Suriname (SUR) Svalbard and Jan Mayen Islands (SJM) Sweden (SWE) Switzerland (CHE) Syria (SYR) Taiwan (TWN) Tajikistan (TJK) Tanzania (TZA) Thailand (THA) Timor-Leste (TLS) Togo (TGO) Tokelau (TKL) Tonga (TON) Trinidad and Tobago (TTO) Tunisia (TUN) Turkmenistan (TKM) Turks and Caicos Islands (TCA) Tuvalu (TUV) Türkiye (TUR) Uganda (UGA) Ukraine (UKR) United Arab Emirates (ARE) United Kingdom (GBR) United States (USA) United States Minor Outlying Islands (UMI) United States Virgin Islands (VIR) Uruguay (URY) Uzbekistan (UZB) Vanuatu (VUT) Venezuela (VEN) Vietnam (VNM) Wallis and Futuna Islands (WLF) Western Sahara (ESH) Yemen (YEM) Zambia (ZMB) Zimbabwe (ZWE) Åland Islands (ALA)
Observation month May 2026 April 2026
Occupation family All occupation families Management Business and financial operations Computer and mathematical Architecture and engineering Life, physical, and social science Community and social service Legal Educational instruction and library Arts, design, entertainment, sports, and media Healthcare practitioners and technical Healthcare support Protective service Food preparation and serving related Building and grounds cleaning and maintenance Personal care and service Sales and related Office and administrative support Farming, fishing, and forestry Construction and extraction Installation, maintenance, and repair Production Transportation and material moving
Occupation or code
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Order Share: high to low Share: low to high Occupation name Occupation code
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Malaysia May 2026 · published occupation shares Copy view link 92.94% published occupation mass
236 positive occupation categories
Occupation chart Data table Publication support
Document Management Specialists 4.49% Librarians and Media Collections Specialists 3.30% Counter and Rental Clerks 2.08% Computer Systems Analysts 2.05% Web and Digital Interface Designers 2.01% Computer Programmers 1.97% Computer User Support Specialists 1.92% Data Warehousing Specialists 1.81% News Analysts, Reporters, and Journalists 1.73% Software Quality Assurance Analysts and Testers 1.64% Poets, Lyricists and Creative Writers 1.59%
Source: Anthropic Economic Index, 26 June 2026 release; independent calculations. Original country consumer denominator. O*NET categories describe activities, not users’ jobs. Unpublished rows are unknown. Definitions and limits .
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