Labour · World Bank income group
Labour in low-income countries: how the countries rank
Who works and who is looking for work, by ILO modelled estimates. 13 indicators for the 25 economies in the low income group, ranked within the group; the group figure is the World Bank aggregate.
Labour force267mlow-income countries, 2025 · world 3.7bnParticipation rate64.4%low-income countries, 2025 · world 61.0%Women's participation54.7%low-income countries, 2025 · world 48.9%Employment rate61.2%low-income countries, 2025 · world 58.1%Unemployment4.9%low-income countries, 2025 · world 4.8%Female unemployment4.7%low-income countries, 2025 · world 4.9%Youth unemployment10.1%low-income countries, 2025 · world 13.4%Youth NEET rate25.9%median country
Labour force
low-income countriesWorldlower-middle-income countriesupper-middle-income countrieshigh-income countries
Participation rate
low-income countriesWorldlower-middle-income countriesupper-middle-income countrieshigh-income countries
countries
All 25 economies, labour
Latest value and rank within the group (small figure). Click a column to sort; the country name opens its labour profile.
25 shown
| Country | Labour force | Participation rate | Women's participation | Employment rate | Unemployment | Female unemployment | Youth unemployment | Youth NEET rate |
|---|---|---|---|---|---|---|---|---|
| Ethiopia | 56.8m#1 · 2025 | 68.5%#12 · 2025 | 58.5%#14 · 2025 | 66.2%#11 · 2025 | 3.3%#16 · 2025 | 4.5%#13 · 2025 | 5.4%#16 · 2025 | 17.5%#14 · 2021 |
| Democratic Republic of the Congo | 39.2m#2 · 2025 | 64.3%#15 · 2025 | 61.8%#12 · 2025 | 61.5%#15 · 2025 | 4.4%#13 · 2025 | 3.5%#16 · 2025 | 7.8%#13 · 2025 | 31.4%#8 · 2020 |
| Uganda | 23.4m#3 · 2025 | 80.0%#3 · 2025 | 75.6%#5 · 2025 | 77.8%#4 · 2025 | 2.7%#21 · 2025 | 3.3%#18 · 2025 | 4.2%#18 · 2025 | 13.8%#17 · 2021 |
| North Korea | 17.7m#4 · 2025 | 82.2%#2 · 2025 | 77.7%#3 · 2025 | 79.2%#3 · 2025 | 3.5%#14 · 2025 | 3.7%#15 · 2025 | 7.9%#12 · 2025 | — |
| Madagascar | 17.1m#5 · 2025 | 85.5%#1 · 2025 | 82.9%#1 · 2025 | 82.9%#1 · 2025 | 3.0%#18 · 2025 | 3.3%#17 · 2025 | 5.2%#17 · 2025 | 24.3%#12 · 2022 |
| Mozambique | 15.7m#6 · 2025 | 78.7%#5 · 2025 | 77.1%#4 · 2025 | 73.5%#8 · 2025 | 6.6%#8 · 2025 | 7.2%#8 · 2025 | 11.6%#8 · 2025 | 19.2%#13 · 2022 |
| Niger | 12.0m#7 · 2025 | 79.7%#4 · 2025 | 72.8%#7 · 2025 | 79.4%#2 · 2025 | 0.4%#25 · 2025 | 0.3%#25 · 2025 | 0.5%#25 · 2025 | 15.7%#15 · 2022 |
| Sudan | 10.9m#8 · 2022 | 37.5%#21 · 2022 | 14.5%#22 · 2022 | 34.7%#21 · 2022 | 7.5%#7 · 2022 | 14.0%#5 · 2022 | 12.0%#7 · 2022 | 46.5%#2 · 2022 |
| Burkina Faso | 9.9m#9 · 2025 | 70.0%#11 · 2025 | 64.1%#11 · 2025 | 67.6%#10 · 2025 | 3.5%#15 · 2025 | 4.3%#14 · 2025 | 6.4%#15 · 2025 | 24.5%#11 · 2025 |
| Afghanistan | 9.4m#10 · 2025 | 37.5%#22 · 2025 | 5.1%#24 · 2025 | 32.5%#22 · 2025 | 13.4%#4 · 2025 | 25.0%#3 · 2025 | 16.8%#5 · 2025 | 43.8%#3 · 2021 |
| Mali | 9.2m#11 · 2025 | 67.0%#13 · 2025 | 52.8%#17 · 2025 | 65.1%#12 · 2025 | 2.8%#20 · 2025 | 3.0%#19 · 2025 | 3.9%#19 · 2025 | 30.1%#9 · 2024 |
| Malawi | 8.3m#12 · 2025 | 62.6%#17 · 2025 | 58.2%#15 · 2025 | 59.4%#16 · 2025 | 5.1%#12 · 2025 | 6.0%#12 · 2025 | 6.9%#14 · 2025 | 39.4%#6 · 2024 |
| Yemen | 8.2m#13 · 2025 | 33.1%#25 · 2025 | 4.7%#25 · 2025 | 27.4%#25 · 2025 | 17.3%#2 · 2025 | 30.3%#1 · 2025 | 32.6%#3 · 2025 | — |
| Syria | 6.8m#14 · 2025 | 36.9%#23 · 2025 | 12.7%#23 · 2025 | 31.9%#23 · 2025 | 13.6%#3 · 2025 | 26.1%#2 · 2025 | 33.1%#2 · 2025 | — |
| Chad | 6.7m#15 · 2025 | 59.4%#18 · 2025 | 47.3%#19 · 2025 | 58.8%#17 · 2025 | 1.1%#23 · 2025 | 0.7%#24 · 2025 | 1.5%#24 · 2025 | 42.3%#4 · 2022 |
| Burundi | 6.3m#16 · 2025 | 78.3%#7 · 2025 | 79.5%#2 · 2025 | 77.5%#5 · 2025 | 0.9%#24 · 2025 | 0.8%#23 · 2025 | 1.7%#23 · 2025 | 11.2%#19 · 2020 |
| Rwanda | 5.8m#17 · 2025 | 63.7%#16 · 2025 | 57.3%#16 · 2025 | 56.4%#18 · 2025 | 11.4%#6 · 2025 | 12.8%#7 · 2025 | 16.4%#6 · 2025 | 15.3%#16 · 2025 |
| South Sudan | 5.1m#18 · 2023 | 73.4%#9 · 2023 | 70.4%#9 · 2023 | 64.3%#13 · 2023 | 12.4%#5 · 2023 | 13.6%#6 · 2023 | 18.5%#4 · 2023 | — |
| Somalia | 3.6m#19 · 2025 | 33.8%#24 · 2025 | 20.7%#21 · 2025 | 27.4%#24 · 2025 | 18.9%#1 · 2025 | 24.6%#4 · 2025 | 34.2%#1 · 2025 | 51.0%#1 · 2022 |
| Sierra Leone | 2.9m#20 · 2025 | 53.4%#19 · 2025 | 51.6%#18 · 2025 | 51.7%#19 · 2025 | 3.1%#17 · 2025 | 2.1%#21 · 2025 | 3.7%#20 · 2025 | 25.9%#10 · 2018 |
| Liberia | 2.7m#21 · 2025 | 76.6%#8 · 2025 | 72.0%#8 · 2025 | 74.4%#6 · 2025 | 2.9%#19 · 2025 | 2.2%#20 · 2025 | 2.3%#22 · 2025 | 39.9%#5 · 2017 |
| Central African Republic | 2.1m#22 · 2025 | 73.4%#10 · 2025 | 65.5%#10 · 2025 | 68.8%#9 · 2025 | 6.3%#10 · 2025 | 7.0%#9 · 2025 | 10.1%#11 · 2025 | — |
| Eritrea | 1.8m#23 · 2025 | 78.3%#6 · 2025 | 72.8%#6 · 2025 | 73.7%#7 · 2025 | 6.0%#11 · 2025 | 6.7%#10 · 2025 | 10.2%#10 · 2025 | — |
| Guinea-Bissau | 899,220#24 · 2025 | 64.8%#14 · 2025 | 60.3%#13 · 2025 | 63.1%#14 · 2025 | 2.7%#22 · 2025 | 1.9%#22 · 2025 | 2.8%#21 · 2025 | 13.2%#18 · 2022 |
| The Gambia | 807,275#25 · 2025 | 47.5%#20 · 2025 | 45.5%#20 · 2025 | 44.4%#20 · 2025 | 6.5%#9 · 2025 | 6.1%#11 · 2025 | 10.9%#9 · 2025 | 36.5%#7 · 2025 |
Source: World Bank, World Development Indicators (CC BY 4.0)Ranks count group members with a value in the recent window.
within the group
Highest and lowest, indicator by indicator
Labour force25 countries
- 1Ethiopia56.8m2025
- 2Democratic Republic of the Congo39.2m2025
- 3Uganda23.4m2025
Lowest
- 25The Gambia807,2752025
- 24Guinea-Bissau899,2202025
- 23Eritrea1.8m2025
Median country 8.2m · group 267m
Participation rate25 countries
- 1Madagascar85.5%2025
- 2North Korea82.2%2025
- 3Uganda80.0%2025
Median country 67.0% · group 64.4%
Women's participation25 countries
- 1Madagascar82.9%2025
- 2Burundi79.5%2025
- 3North Korea77.7%2025
Lowest
- 25Yemen4.7%2025
- 24Afghanistan5.1%2025
- 23Syria12.7%2025
Median country 60.3% · group 54.7%
Employment rate25 countries
- 1Madagascar82.9%2025
- 2Niger79.4%2025
- 3North Korea79.2%2025
Median country 64.3% · group 61.2%
Unemployment25 countries
Median country 4.4% · group 4.9%
Female unemployment25 countries
- 1Yemen30.3%2025
- 2Syria26.1%2025
- 3Afghanistan25.0%2025
Median country 4.5% · group 4.7%
Youth unemployment25 countries
Median country 7.8% · group 10.1%
Youth NEET rate19 countries
- 1Somalia51.0%2022
- 2Sudan46.5%2022
- 3Afghanistan43.8%2021
Lowest
- 19Burundi11.2%2020
- 18Guinea-Bissau13.2%2022
- 17Uganda13.8%2021
Median country 25.9%
Wage workers25 countries
Lowest
- 25Chad8.4%2025
- 24Niger10.5%2025
- 23Sierra Leone11.2%2025
Median country 19.5% · group 21.1%
Vulnerable employment25 countries
- 1Chad90.2%2025
- 2Sierra Leone86.0%2025
- 3Madagascar84.4%2025
Median country 76.9% · group 76.1%
Jobs in agriculture25 countries
- 1Burundi85.3%2025
- 2Mozambique73.0%2025
- 3Niger73.0%2025
Lowest
- 25Syria16.3%2025
- 24The Gambia27.6%2025
- 23Somalia30.0%2025
Median country 58.5% · group 59.4%
Jobs in industry25 countries
- 1Syria25.2%2025
- 2North Korea22.4%2025
- 3Afghanistan18.9%2025
Lowest
- 25South Sudan1.7%2023
- 24Burundi3.1%2025
- 23Mozambique6.4%2025
Median country 9.9% · group 10.2%
Jobs in services25 countries
- 1Syria58.5%2025
- 2Yemen57.3%2025
- 3The Gambia53.6%2025
Median country 31.6% · group 30.4%
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