This working paper surveys human resource inventories in health, STEM, and construction sectors across seven countries: Ghana, Morocco, Nigeria, India, Indonesia, the Philippines, and Ukraine. It evaluates socio-economic and demographic data alongside human capital development metrics in these critical fields. The analysis reveals common challenges, including skill shortages, certification gaps, and brain drain/ brain circulation, particularly among health professionals and construction workers.