Precision Employment: A Segmented Intervention Framework for Global Poverty Alleviation through Tailored Job Creation and Government-enabled Entrepreneurship

This paper introduces a revolutionary paradigm in poverty alleviation by segmenting impoverished populations into distinct socio-economic groups and crafting hyper-specific employment strategies for each. By addressing orphans/beggars, uneducated laborers educated. Still, unemployed individuals (40+), and former corporate employees who are currently bankrupt, this framework provides tangible pathways for income generation, skill development, and government-supported entrepreneurship. The model integrates a $5 daily micro-entrepreneurship strategy, contextual reskilling, and policy reforms to democratize startup creation for marginalized groups (Banerjee & Duflo, 2011; Yunus, 2007). Case studies from India and scalable global applications emphasize emergent job functions in green economies, AI-driven gig work, and circular industries, demonstrating how targeted intervention can dismantle systemic poverty (World Bank, 2018).