Of the economies in the World Bank's latest release, Djibouti has the highest employment in services, female (% of female employment) (modeled ILO estimate) (98.25% in 2025) and Afghanistan the lowest (3.74% in 2025). The world figure is 58.19% (2025).
What this measures
Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The services sector consists of wholesale and retail trade and restaurants and hotels; transport, storage, and communications; financing, insurance, real estate, and business services; and community, social, and personal services, in accordance with divisions 6-9 (ISIC 2) or categories G-Q (ISIC 3) or categories G-U (ISIC 4).
Limitations: There are many differences in how countries define and measure employment status, particularly members of the armed forces, self-employed workers, and unpaid family workers. Where members of the armed forces are included, they are allocated to the service sector, causing that sector to be somewhat overstated relative to the service sector in economies where they are excluded. Where data are obtained from establishment surveys, data cover only employees; thus self-employed and unpaid family workers are excluded. In such cases the employment share of the agricultural sector is severely underreported.
Each country's latest available year is shown; countries report on different schedules, so compare years before comparing values.
Ranking
| # | Economy | Latest value | Year |
|---|---|---|---|
| 1 | Djibouti | 98.25% | 2025 |
| 2 | Luxembourg | 97.2% | 2025 |
| 3 | Qatar | 96.14% | 2025 |
| 4 | Macao SAR, China | 96.05% | 2025 |
| 5 | Bahamas, The | 95.68% | 2025 |
| 6 | Hong Kong SAR, China | 95.63% | 2025 |
| 7 | Channel Islands | 95.25% | 2025 |
| 8 | French Polynesia | 94.52% | 2025 |
| 9 | Cyprus | 93.45% | 2025 |
| 10 | Netherlands | 93.38% | 2025 |
| 11 | Jordan | 93.33% | 2025 |
| 12 | Kuwait | 93.13% | 2025 |
| 13 | Israel | 92.82% | 2025 |
| 14 | Lebanon | 92.4% | 2023 |
| 15 | Virgin Islands (US) | 92.34% | 2025 |
| 16 | United Kingdom | 92.31% | 2025 |
| 17 | Barbados | 92.3% | 2025 |
| 18 | Sweden | 92.15% | 2025 |
| 19 | Puerto Rico (US) | 91.86% | 2025 |
| 20 | Norway | 91.79% | 2025 |
| 21 | Malta | 91.76% | 2025 |
| 22 | St. Lucia | 91.72% | 2025 |
| 23 | Bahrain | 91.47% | 2025 |
| 24 | Belgium | 91.34% | 2025 |
| 25 | United Arab Emirates | 91.25% | 2025 |
| 26 | Guam | 91.08% | 2025 |
| 27 | New Caledonia | 90.97% | 2025 |
| 28 | Iceland | 90.94% | 2025 |
| 29 | United States | 90.79% | 2025 |
| 30 | Dominican Republic | 90.78% | 2025 |
| 31 | Canada | 90.69% | 2025 |
| 32 | Australia | 90.4% | 2025 |
| 33 | Denmark | 90.1% | 2025 |
| 34 | Singapore | 90.03% | 2025 |
| 35 | Ireland | 89.62% | 2025 |
| 36 | Finland | 89.5% | 2025 |
| 37 | Saudi Arabia | 89.46% | 2025 |
| 38 | France | 88.96% | 2025 |
| 39 | Spain | 88.95% | 2025 |
| 40 | Libya | 88.94% | 2025 |
| 41 | St. Vincent and the Grenadines | 88.87% | 2025 |
| 42 | Switzerland | 88.72% | 2025 |
| 43 | Montenegro | 88.35% | 2025 |
| 44 | Brunei Darussalam | 88.02% | 2025 |
| 45 | Uruguay | 87.65% | 2025 |
| 46 | Argentina | 86.72% | 2025 |
| 47 | Venezuela, RB | 86.62% | 2025 |
| 48 | Germany | 86.44% | 2025 |
| 49 | New Zealand | 86.38% | 2025 |
| 50 | Chile | 86.32% | 2025 |
| 51 | Brazil | 86.31% | 2025 |
| 52 | Jamaica | 86.3% | 2025 |
| 53 | Austria | 85.76% | 2025 |
| 54 | Mauritius | 85.55% | 2025 |
| 55 | Belize | 85.5% | 2025 |
| 56 | Syrian Arab Republic | 85.24% | 2025 |
| 57 | Estonia | 84.9% | 2025 |
| 58 | South Africa | 84.61% | 2025 |
| 59 | Latvia | 84.51% | 2025 |
| 60 | Italy | 84.47% | 2025 |
| 61 | Japan | 84.28% | 2025 |
| 62 | Trinidad and Tobago | 83.89% | 2025 |
| 63 | Cabo Verde | 83.8% | 2025 |
| 64 | Suriname | 83.76% | 2025 |
| 65 | Oman | 83.7% | 2025 |
| 66 | Botswana | 83.68% | 2025 |
| 67 | Korea, Rep. | 83.47% | 2025 |
| 68 | Portugal | 83.07% | 2025 |
| 69 | West Bank and Gaza | 82.86% | 2022 |
| 70 | Cuba | 82.75% | 2025 |
| 71 | Greece | 82.58% | 2025 |
| 72 | Croatia | 82.57% | 2025 |
| 73 | Russian Federation | 82.36% | 2025 |
| 74 | Costa Rica | 82.12% | 2025 |
| 75 | Lithuania | 81.8% | 2025 |
| 76 | Colombia | 80.84% | 2025 |
| 77 | Paraguay | 80.71% | 2025 |
| 78 | Panama | 79.9% | 2025 |
| 79 | El Salvador | 79.73% | 2025 |
| 80 | Kazakhstan | 79.39% | 2025 |
| 81 | Slovak Republic | 79.3% | 2025 |
| 82 | Hungary | 79.1% | 2025 |
| 83 | Mexico | 78.5% | 2025 |
| 84 | Honduras | 78.48% | 2025 |
| 85 | Poland | 78.47% | 2025 |
| 86 | Slovenia | 78.42% | 2025 |
| 87 | Guyana | 78.23% | 2025 |
| 88 | Nicaragua | 78.13% | 2025 |
| 89 | Bulgaria | 77.74% | 2025 |
| 90 | Malaysia | 77.62% | 2025 |
| 91 | Czechia | 77.47% | 2025 |
| 92 | Philippines | 77.43% | 2025 |
| 93 | Iraq | 74.46% | 2025 |
| 94 | Ukraine | 74.1% | 2021 |
| 95 | Belarus | 74.03% | 2025 |
| 96 | Samoa | 73.97% | 2025 |
| 97 | Egypt, Arab Rep. | 73.71% | 2025 |
| 98 | Algeria | 71.61% | 2025 |
| 99 | Namibia | 70.91% | 2025 |
| 100 | Romania | 69.54% | 2025 |
| 101 | Maldives | 69.51% | 2025 |
| 102 | Peru | 69.08% | 2025 |
| 103 | North Macedonia | 67.97% | 2025 |
| 104 | Kyrgyz Republic | 67.71% | 2025 |
| 105 | São Tomé and Principe | 67.6% | 2025 |
| 106 | Eswatini | 66.25% | 2025 |
| 107 | Guatemala | 65.46% | 2025 |
| 108 | Gabon | 65.35% | 2025 |
| 109 | Türkiye | 64.48% | 2025 |
| 110 | Serbia | 63.73% | 2025 |
| 111 | Bolivia | 63.27% | 2025 |
| 112 | Haiti | 62.92% | 2025 |
| 113 | Bosnia and Herzegovina | 62.78% | 2025 |
| 114 | Iran, Islamic Rep. | 62.04% | 2025 |
| 115 | Mongolia | 61.46% | 2025 |
| 116 | Mauritania | 60.49% | 2025 |
| 117 | Tonga | 60.42% | 2025 |
| 118 | Ecuador | 60.16% | 2025 |
| 119 | Nigeria | 59.9% | 2025 |
| 120 | Tunisia | 59.85% | 2025 |
| 121 | Armenia | 58.89% | 2025 |
| 122 | Papua New Guinea | 58.7% | 2025 |
| 123 | Indonesia | 58.66% | 2025 |
| 124 | Senegal | 58.66% | 2025 |
| 125 | Turkmenistan | 58.38% | 2025 |
| 126 | Uzbekistan | 57.67% | 2025 |
| 127 | Fiji | 57.38% | 2025 |
| 128 | China | 56.52% | 2025 |
| 129 | Thailand | 56.29% | 2025 |
| 130 | Gambia, The | 56.15% | 2025 |
| 131 | Ghana | 55.95% | 2025 |
| 132 | Georgia | 55.57% | 2025 |
| 133 | Comoros | 55.48% | 2025 |
| 134 | Azerbaijan | 54.14% | 2025 |
| 135 | Solomon Islands | 53.15% | 2025 |
| 136 | Liberia | 51.86% | 2025 |
| 137 | Timor-Leste | 51.85% | 2025 |
| 138 | Somalia, Fed. Rep. | 50.89% | 2025 |
| 139 | Sierra Leone | 49.98% | 2025 |
| 140 | Sri Lanka | 49.89% | 2025 |
| 141 | Vanuatu | 49.39% | 2025 |
| 142 | Albania | 48.01% | 2025 |
| 143 | Benin | 47.2% | 2025 |
| 144 | Sudan | 46.98% | 2022 |
| 145 | Rwanda | 46.62% | 2025 |
| 146 | Nepal | 46.55% | 2025 |
| 147 | Côte d'Ivoire | 46.4% | 2025 |
| 148 | Morocco | 46.08% | 2025 |
| 149 | Togo | 45.5% | 2025 |
| 150 | Ethiopia | 45.14% | 2025 |
| 151 | Congo, Rep. | 45.1% | 2025 |
| 152 | Yemen, Rep. | 44.98% | 2025 |
| 153 | Viet Nam | 44.65% | 2025 |
| 154 | Lesotho | 44.47% | 2025 |
| 155 | Myanmar | 44.41% | 2025 |
| 156 | Cameroon | 43.15% | 2025 |
| 157 | Angola | 42.36% | 2025 |
| 158 | Kenya | 42.13% | 2025 |
| 159 | Guinea | 41.25% | 2025 |
| 160 | Moldova | 41.1% | 2025 |
| 161 | Equatorial Guinea | 39.24% | 2025 |
| 162 | Cambodia | 38.62% | 2025 |
| 163 | Zambia | 38.39% | 2025 |
| 164 | Bhutan | 37.98% | 2025 |
| 165 | Zimbabwe | 35.42% | 2025 |
| 166 | Eritrea | 34.63% | 2025 |
| 167 | South Sudan | 33.28% | 2023 |
| 168 | Burkina Faso | 31.74% | 2025 |
| 169 | Tajikistan | 31.73% | 2025 |
| 170 | Mali | 31.54% | 2025 |
| 171 | Tanzania | 29.04% | 2025 |
| 172 | Congo, Dem. Rep. | 28.24% | 2025 |
| 173 | Guinea-Bissau | 27.15% | 2025 |
| 174 | Lao PDR | 25.88% | 2025 |
| 175 | Uganda | 25.64% | 2025 |
| 176 | Malawi | 24.18% | 2025 |
| 177 | India | 24.03% | 2025 |
| 178 | Madagascar | 22.43% | 2025 |
| 179 | Korea, Dem. People's Rep. | 21.77% | 2025 |
| 180 | Central African Republic | 19.36% | 2025 |
| 181 | Chad | 19.35% | 2025 |
| 182 | Pakistan | 18.82% | 2025 |
| 183 | Mozambique | 16.98% | 2025 |
| 184 | Bangladesh | 16.34% | 2025 |
| 185 | Niger | 10.28% | 2025 |
| 186 | Burundi | 6.32% | 2025 |
| 187 | Afghanistan | 3.74% | 2025 |
Regions and income groups
More social protection & labor indicators
- Employment in agriculture, female (% of female employment) (modeled ILO estimate)
- Employment in agriculture, male (% of male employment) (modeled ILO estimate)
- Employment in agriculture (% of total employment) (modeled ILO estimate)
- Employment to population ratio, ages 15-24, female (%) (national estimate)
- Employment to population ratio, ages 15-24, female (%) (modeled ILO estimate)
- Employment to population ratio, ages 15-24, male (%) (national estimate)
- Employment to population ratio, ages 15-24, male (%) (modeled ILO estimate)
- Employment to population ratio, ages 15-24, total (%) (national estimate)
- Employment to population ratio, ages 15-24, total (%) (modeled ILO estimate)
- Employers, female (% of female employment) (modeled ILO estimate)
- Employers, male (% of male employment) (modeled ILO estimate)
- Employers, total (% of total employment) (modeled ILO estimate)
Reading data like this
Source
World Bank, World Development Indicators, SL.SRV.EMPL.FE.ZS, CC BY 4.0. Original source: ILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, date accessed: January 17, 2026 View on data.worldbank.org; the full definition is in the World Bank's metadata glossary.
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