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Employment in STEM occupations outside the formal sector

Employment in STEM occupations outside the formal sector — from International Labour Organization, covering 91 countries and areas. Query it as a table via the StackData API.

ilo-sdmx:DF_EMP_SPIF_SEX_NB

Employment in STEM occupations outside the formal sector

International Labour Organization

Publisher
International Labour Organization
Source
ILOSTAT (ilo-sdmx)
Status
Active
Formats
SDMX-JSON
Licence
CC-BY-4.0 · open
Standard
SDMX 2.1
Countries
91 countries and areas — see list below
Dataset id
ilo-sdmx:DF_EMP_SPIF_SEX_NB
Last verified
2026-08-16

Geographic coverage

Employment in STEM occupations outside the formal sector carries observations for 91 countries and areas:

Afghanistan · Angola · Argentina · Benin · Burkina Faso · Bangladesh · Bahamas · Bosnia and Herzegovina · Bolivia, Plurinational State of · Brazil · Barbados · Brunei Darussalam · Botswana · Chile · Côte d'Ivoire · Cook Islands · Colombia · Costa Rica · Dominican Republic · Ecuador · Egypt · Ethiopia · Fiji · Gabon · Georgia · Ghana · Gambia · Guinea-Bissau · Grenada · Guatemala · Guyana · Honduras · Indonesia · India · Iraq · Jordan · Kenya · Kyrgyzstan · Cambodia · Kiribati · Lao People's Democratic Republic · Lebanon · Liberia · Sri Lanka · Lesotho · Madagascar · Maldives · Mexico · Marshall Islands · North Macedonia · Mali · Myanmar · Mongolia · Mozambique · Mauritius · Malawi · Niger · Nigeria · Nepal · Naoero · Pakistan · Panama · Peru · Palestine, State of · Rwanda · Sudan · Senegal · Sierra Leone · El Salvador · Somalia · Serbia · Suriname · Eswatini · Seychelles · Togo · Thailand · Tajikistan · Timor-Leste · Tonga · Tunisia · Türkiye · Tuvalu · Tanzania, United Republic of · Uganda · Uruguay · Viet Nam · Vanuatu · Wallis and Futuna · Samoa · Zambia · Zimbabwe