Explain the concept of Industry 4.0. Analyse its impact on employment patterns and industrial productivity in India. Suggest policy measures to manage the transition.

Topic: Science & Technology Q6. Explain the concept of Industry 4.0. Analyse its impact on employment patterns and industrial productivity in India. Suggest policy measures to manage the transition. (15 M) Difficulty Level: Medium Reference: InsightsIAS Why the question Industry 4.0 is central to India’s manufacturing transformation and is frequently linked with debates on future …

AI can either amplify women’s empowerment or automate discrimination. Examine this statement. Illustrate with domains where women are most vulnerable.

Topic: Awareness in the fields of IT Q6. AI can either amplify women’s empowerment or automate discrimination. Examine this statement. Illustrate with domains where women are most vulnerable. (10 M) Difficulty Level: Medium Reference: DTE Why the question AI is rapidly entering labour markets, finance, health, welfare delivery and safety systems, where women already face …

Employment protection laws should function as counter-cyclical stabilisers during periods of technological disruption. Discuss.

Topic: Inclusive growth and issues arising from it. Q4. Employment protection laws should function as counter-cyclical stabilisers during periods of technological disruption. Discuss. (10 M) Difficulty Level: Medium Reference: IE Why the question AI-led automation can trigger sudden job losses and demand slowdown, making employment protection laws relevant not only as labour rights tools but …

UPSC Editorial Analysis: The Emerging Employment Crisis in India

General Studies-2; Topic: Issues relating to development and management of Social Sector/Services relating to Health, Education, Human Resources.   Introduction Over 80% of unemployed Indians are youth, many with secondary or higher education. Nearly one-third of young Indians are disengaged from both employment and learning, creating a demographic and developmental challenge. The fundamental nature of work is rapidly …

WEF: “Future of Jobs” Report

Source: BS  Context: The report, titled “Future of Jobs,” reveals that the Indian labour market will see a 22% job churn (movement of jobs in an economy), compared to 23% globally.