Automation at the Gate: Labour and Skilling Challenges in India’s Manufacturing Sector Amid Rising Robotics and Industrial Automation

Abstract

This paper examines the growing labour and skilling challenges confronting India's organized manufacturing sector as robotics and industrial automation technologies accelerate under the Industry 4.0 paradigm. While automation offers significant gains in productivity, quality, and global competitiveness, it simultaneously displaces large segments of semi-skilled and unskilled manufacturing workers who lack the technical competencies required to operate, maintain, or coexist productively with advanced automated systems. The study explores the nature and scale of this displacement, the structural gaps in India's skilling ecosystem, the role of corporate training programs and government initiatives, and the broader socioeconomic consequences for workers and communities dependent on manufacturing employment. Drawing on secondary data, industry reports, and policy frameworks, the paper argues that automation without parallel investment in workforce transition is creating a deep and widening skills gap. It further underscores the need for proactive, inclusive, and technology-aligned skilling reforms that enable workers to adapt rather than be rendered redundant by the machines entering their factories.