Need for Structural Reforms in India’s Skilling Ecosystem

178 Blacklisted Centres and a Deeper Crisis in India’s Skilling Ecosystem

178 training partners and centres under the Pradhan Mantri Kaushal Vikas Yojana (PMKVY) 4.0 were blacklisted by the Ministry of Skill Development and Entrepreneurship (MSDE) for operational irregularities. These centres, some found closed during working hours, others involved in Aadhaar biometric manipulation, highlight a systemic failure in monitoring and accountability. If the government's flagship skill certification scheme cannot secure integrity at its operational core, it begs the question: how prepared is India to turn its much-hyped demographic dividend into an economic asset?

This is not an isolated instance. PMKVY has consistently suffered from alleged fund misallocation. Despite targeting enhanced employability in sunrise sectors like green jobs, AI, and robotics, these goals crumble under the weight of institutional mismanagement. The blacklisting episode undermines public trust not only in PMKVY but in India’s broader skill development ecosystem.

The Governance Foundations: PMKVY and Its Implementation

The PMKVY, launched in 2015 under the Skill India Mission, is implemented by the National Skill Development Corporation (NSDC), a public-private partnership functioning under the MSDE. Its intended model is a mix of efficacy and scalability: short-term training modules ranging between 300 to 600 hours tailored to sectoral needs and a Recognition of Prior Learning (RPL) framework to certify already-existing skills.

The fourth iteration, launched in 2022, ambitiously planned to integrate emerging areas like drones, renewable energy, and blockchain technology while taking steps to improve monitoring. According to MSDE, PMKVY 4.0’s funding allocations were bolstered by a ₹15,000 crore corpus, aimed at filling India’s estimated 109 million skilled worker gap by 2025. Yet, implementation fidelity has remained abysmal. The latest blacklisting affair reflects the absence of robust ground-level systems, making lofty national goals elusive.

A Broken Infrastructure Masquerading Under Glossy Numbers

Several systemic lapses underpin these operational irregularities. For one, the biometric and Aadhaar-based attendance systems, heralded as transparency tools, are now points of manipulation. Cases of clustering in attendance patterns or training partners merging multiple centres in violation of guidelines expose a governance architecture that can be outmaneuvered with alarming ease.

The problem is compounded by a striking focus on enrolment numbers and quantity-driven outcomes. Since its inception, PMKVY claims to have trained over 1.2 crore individuals; but certifications have failed to meaningfully translate into wage improvement or sustained employment. Studies, including parliamentary standing committee reports, note placement rates under PMKVY hovering at a meagre 18%. More dangerous is the ripple effect—youth opting out of skilling programmes altogether due to doubts about their credibility.

Past experiences reinforce this caution. Under PMKVY 3.0, launched in 2020, irregularities mirrored today’s controversy: ghost attendances, substandard trainers, and questionable financial reporting. The government’s response has often been reactionary—blacklists and penalties—without tackling the root institutional weaknesses. Policies promise outcome-based evaluations and skill matching; yet, even the 2022 tweak to monitor “employment transition” struggles amidst a fragmented oversight system.

Structural Inefficiencies and a Global Benchmark

It is tempting to assign blame solely on fraudulent training centre operators. But the PMKVY’s governance framework itself presents inherent challenges. First, regulatory oversight remains fragmented—split between the NSDC, state skill councils, and third-party auditors, all of whom lack synchronised mandates. Second, fiscal decentralisation remains inadequate. States struggle to deploy even allocated funds. More than 40% of funds under past PMKVY phases reportedly lapsed.

Now consider Germany’s vocational training system, a globally recognised model. Skill-training programmes under “Duale Ausbildung” are co-designed by industry, government, and trade chambers, ensuring nearly 90% placement rates. Employers finance substantial portions directly, ensuring incentives for quality. In stark contrast, PMKVY outsources most operational responsibilities to third-party agencies, diluting accountability. India can learn by providing greater industry ownership, particularly in emerging technology sectors.

Policy Gaps and Technological Promises

To its credit, the government has recognised some gaps. Proposals for AI-powered analytics to identify biometric manipulations and blockchain-based digital certifications to ensure tamper-proof credentials represent a forward-thinking approach. However, the real test is implementation. Similar proposals in earlier iterations, such as independent audits and grievance redressal mechanisms, were slow to materialise and lacked enforcement heft.

Distinguishing between systemic fraud and unintentional lapses is another challenge. Blanket penalties have, in the past, discouraged smaller players, reducing trust in grievance redress frameworks. While capacity-building for trainers, digital infrastructure SOPs, and upgraded curriculum investments were planned in PMKVY 4.0, ground-level capacity continues to vary widely across states.

What Would Success Look Like?

Success under PMKVY depends on several well-delineated outcomes:

• Placement tracking metrics: Employment retention rates and real wage growth, rather than rudimentary placement data, must be prioritised.
• Seamless Centre-state alignment: Increased devolution of funds alongside stronger mechanisms for state-level accountability are paramount.
• Engagement from employers: Programmes guaranteeing partnerships with industry for training design and apprenticeship-like structures can directly boost employability.

India must also grapple with looming demographic pressures. By 2030, over 65% of the population will be working age. Failure to leverage this will leave the nation saddled with underutilised human capital. The current state of the PMKVY, driven more by optics than outcomes, is a luxury we cannot afford.

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