The NSQF Dilemma – Degrees or Competencies

Indian Skilling Ecosystem & NSQF – A Quagmire

Various conversations with key stakeholders across Indian skilling landscape reveal sharp contrast between policy design and field implementation. Interactions with teams at NCVET and NSDC and also as an observer of their activities, highlight clear national blueprint aimed at unifying qualification standards.

However, direct feedback from Colleges, Schools, Technical and Vocational Education and Training institutions, referred to as TVETs, and Industry partners uncovers operational friction points. School administrators report resource constraints when rolling out early vocational modules. TVET centers express concerns regarding high capital expenditure needed for modern lab infrastructure. Colleges highlight administrative difficulties when mapping legacy curricula to credit standards. Private industry partners continue to voice skepticism regarding practical readiness of certified candidates.

National Skills Qualifications Framework, widely known as NSQF, has emerged as main backbone of Indian vocational education and training sector. Supported by National Education Policy 2020 and National Credit Framework, short for NCrF, NSQF is bridging gap between academic learning and practical vocational skills across country.`

Implementation of NSQF has picked up speed across multiple domains in India. Integration with school and higher education through NCrF allows students to move between academic and vocational streams without losing study time. Under Samagra Shiksha scheme, over 25,000 schools across Indian states now offer NSQF aligned vocational courses covering more than 130 job roles.

Ministry of Skill Development and Entrepreneurship together with National Council for Vocational Education and Training, known as NCVET, has rationalized old qualifications. Outdated courses are removed, making space for modern domains like Artificial Intelligence, Green Energy, Cybersecurity, Cloud Computing, and Drone Technology.

Major national skilling schemes like Pradhan Mantri Kaushal Vikas Yojana, Industrial Training Institutes, and PM Vishwakarma mandatory map their curriculum to NSQF levels. Skill India Digital Hub platform enables seamless digital certification and tracking for learners across country. Furthermore, Recognition of Prior Learning allows millions of informal workers and traditional Indian artisans to get official NSQF certificates based on existing workplace skills.

Despite ambitious structural reforms under NSQF and National Credit Framework, several deep-rooted systemic bottlenecks continue to slow down real ground impact. Primary issue remains social mindset surrounding vocational training, which is still widely viewed as secondary alternative for students who fail in general academic streams. This perception gap severely dampens student enrolment numbers and reduces willingness of parents to choose skill courses early in school life.

On industry front, major disconnect exists between official NSQF certifications and private sector hiring criteria. While government departments and public sector undertakings recognize NSQF levels, private employers across India still rely heavily on traditional university degrees or conduct separate internal tests, largely ignoring NSQF level scores during recruitment.

Fragmented governance among various awarding bodies and state level training missions often leads to compliance focused implementation rather than outcome-based learning. Many training providers focus on completing mandatory short-term targets to claim government subsidies instead of tracking long term job placement or wage growth.

Quality of infrastructure and availability of certified trainers present another massive operational challenge, particularly across tier two and tier three towns. Trainers themselves often lack exposure to modern industrial tools and digital tools, leaving students with theoretical knowledge rather than true practical competencies.

Lastly, execution of seamless credit transfers under NCrF requires high level of digital readiness and administrative alignment across universities, ITIs, and school boards. Many higher educational institutions lack necessary operational guidelines or motivation to grant lateral entries to vocational diploma holders, creating friction in multiple entry and exit pathways envisioned by National Education Policy.

Sector Skill Councils, commonly called SSCs, act as crucial bridge between Indian industry requirements and skilling standards. Operating under regulation of NCVET, SSCs shape quality and relevance of skill training in India.

SSCs define job roles and performance standards across more than 30 major sectors including Automotive, Healthcare, Retail, Electronics, and IT-ITeS. These standards form base for Qualification Packs approved by NCVET.

SSCs continuously update curriculum to match future industry needs like Green Hydrogen and Electric Vehicles. Leading corporate houses and original equipment manufacturers partner directly with SSCs to align in-house employee training with national standards. SSCs also supervise independent assessment agencies to conduct outcome-based practical tests across training centers.

National Credit Framework unifies credit allocation across school education, higher education, and vocational training in India.

One credit equals roughly 30 hours of total learning effort. One full academic year of 1,200 learning hours translates to 40 credits.

Learning TypeHours per WeekCredits Earned
Theory or Lecture1 hour1 Credit
Practical or Lab Work2 hours1 Credit
On the Job Training / Field Work3 hours1 Credit
3 Month ApprenticeshipFull Duration10 Credits
NCrF LevelQualification / Education Stage
Level 8.0  Doctoral or Post Doctoral Studies
Level 7.0  Master Degree or Advanced Vocational
Level 6.0  Bachelor Degree 4th Year Honours
Level 5.5  Bachelor Degree 3rd Year
Level 5.0  Diploma or Higher Vocational Training
Level 4.5  Undergraduate Certificate
Level 4.0  Class 12 or ITI National Trade Certificate
Level 3.0  Class 10 or Foundation Skills

Equating NSQF competency levels directly to standard educational qualifications like Class 10, Class 12, or Bachelor degrees risks undermining fundamental purpose of skill framework. Main objective of NSQF is to measure practical capability, hands on mastery, and workplace performance rather than classroom seat time or academic test scores. When skill levels are strictly mapped to formal academic degrees, system shifts focus back to earning certificates rather than demonstrating actual workplace competence. Training providers end up designing courses to meet traditional academic equivalency guidelines instead of customizing learning to dynamic industry needs. This approach reduces NSQF to mere degree equivalent system, encouraging rote memorization and academic bureaucracy while leaving core issue of industry unemployability unaddressed.

Every student gets unique APAAR ID linked to Academic Bank of Credits. Earned credits from ITIs, school vocational courses, or university programs deposit digitally into this account.

Students can easily transfer credits between general academic subjects and vocational courses. Higher Education Institutions allow up to 50 percent of total degree credits through NSQF aligned vocational courses, internships, or industrial apprenticeships.

Multiple entry and exit options allow student to leave degree program after first year with certificate, work in industry, and return later to resume higher studies using accumulated credits. Workplace knowledge acquired without formal education can also be evaluated through RPL assessment and credited directly to student account.

Implementation of Multiple Entry and Multiple Exit, commonly called MEME, remains one of most struggling components within Indian higher education and skilling frameworks. Designed under National Education Policy 2020 to offer flexible learning pathways, ground execution suffers from massive institutional hesitation and logistical barriers.

NEP Implementation MetricCurrent Adoption Level
Higher Education Institutions offering MEME36 percent
ABC Registered HEIs maintaining active credit logs64 percent
Universities fully adopting NCrF frameworkUnder 7 percent

National implementation studies show only 36 percent of Higher Education Institutions across Indian states have actually operationalized multiple exit options for their students. Furthermore, while over 2,800 institutions registered on Academic Bank of Credits platform, under 7 percent of registered universities have integrated full NCrF equivalence guidelines required for seamless credit mobility. Nearly 36 percent of registered institutions fail to update active credit records on ABC portal, making cross-university student transfers nearly impossible in practice.

Root cause of poor adoption lies in administrative complexity and lack of trust among academic bodies. Most top rank universities hesitate to accept re-entry students from other regional colleges, fearing diluted academic standards. Each institution requires setting up independent Equivalence Committees to manually evaluate prior credits, creating massive red tape and processing delays.

Additionally, industry value of exit awards like Undergraduate Certificates after year one or Diplomas after year two remains unproven. Private sector recruiters rarely view one year certificate holders as job ready graduates, forcing most students to complete full four year degree without opting for early exit options.

Transforming Indian skilling landscape from policy vision into functional reality requires closing implementation gaps across all ecosystem players. While foundational frameworks like NSQF, NCrF, and credit banking systems offer promising architecture, true success depends on active collaboration among regulators, educational institutions, and private industry. National level bodies like NCVET and NSDC must streamline accreditation processes while encouraging universities and TVET institutions to simplify credit transfers. Simultaneously, private sector employers need to align entry level hiring requirements with NSQF competencies rather than relying strictly on conventional degrees. Addressing social perceptions around vocational education, strengthening teacher training quality, and establishing clear industry recognition for exit certificates will ensure Indian youth gain meaningful employability through seamless skill pathways.

Decoding the Regulatory Divide: Systemic Flaws and Global Benchmarks in India’s Skilling Ecosystem

By N Suresh
Possesses 38 years of professional experience across assorted industries and is a direct product of the Dual system of education, supplemented by Master’s degrees from the traditional University system. A close observer of Skill India’s advancements for the past 42 years, he has extensively tracked the European and Australian TVET sectors, drawing upon 15 years of direct personal experience in this space.

National Council for Vocational Education and Training (NCVET) was operationalized by subsuming National Council for Vocational Training (NCVT) and National Skill Development Agency (NSDA). This consolidation aimed to unify fragmented Technical and Vocational Education and Training (TVET) architecture. While unified policy control has scaled up, structural deficiencies in monitoring Awarding Bodies (ABs) and Assessment Agencies (AAs) persist. Shifting from volume-driven compliance to outcome-based field execution remains a critical challenge.

Core Flaws in the NCVET Framework

Spatial Overreach and Paper Capacities

Regulatory frameworks grant pan-India jurisdictions to testing entities based on administrative volume. Agencies secure multi-state clearances by presenting databases of freelance Subject Matter Experts (SMEs), multilingual question banks, and registered proctors. This desktop licensing model assumes that mathematical scale translates into local execution capability. In practice, a massive database of freelance examiners does not guarantee logistical infrastructure, quality control, or industry connections required to deploy genuine assessments in remote or rural districts.

Numerical Volume Contradiction

A major structural loophole in the pan-India licensing model is the reliance on absolute numerical thresholds without geographical distribution mandates. For example, an agency can secure national jurisdiction status purely by demonstrating a volume metrics threshold, such as training & assessing 75,000 candidates within a single year. Though the current document June 2025 says “at-least five (05) States/ UTs representing at-least three(03) Regions of India (Clause 2.2.1 b (iii))” a cursory glance of the list of Dual Body indicates many who are a single state operations who qualified only because of the number trained and certified. Fundamentally such framework fails to account for where these training and assessments occur. An entity can train and evaluate the entire volume of 75,000 candidates within a single geography (state or region). Despite having zero operational footprint, zero infrastructure, and zero regional language capability in the remaining states or Union Territories, the entity receives a nationwide operational mandate.

This distortion creates severe operational challenges across the skilling value chain:

  • Clustering Illusion: Agencies naturally centralize operations in high-density urban clusters to minimize logistical costs, avoiding remote, hilly, or border regions while maintaining national certification status.
  • Sub-Contracting Vulnerabilities: When single-state operators win nationwide public procurement tenders, they frequently scramble to sub-contract ground execution to unverified local freelancers, weakening process monitoring.
  • Linguistic Disconnect: Achieving high volume metrics in one region does not ensure an agency possesses the linguistic literacy or contextual subject expertise required to evaluate candidates in culturally diverse states.

The current guideline treats organizational capacity as a product of physical geography rather than evaluating the institutional and digital scale of the applying entity. It also stifles cross-border mobility and locks out highly competent regional players. For example, a top-tier skilling institute based in Noida (Uttar Pradesh) that has successfully trained thousands of students cannot apply to be an AB in neighboring Delhi or Haryana unless they already have historical, recorded numbers inside those specific state borders. Also, if an organization applies for recognition in more than one state (but less than PAN India), the required prior experience (number of trainees/assessments) is a strict mathematical summation of the individual state requirements. The same applies to financial turnover requirements (Section 4.1.3.c).

Batch Sizing Flaw: Rigid Capacity Caps

According to Section 8.7.1, the guidelines impose a strict mandate on how institutions can operate their batches:

  • Maximum Cap per Batch: The instructional area is limited to a batch size of a maximum of 30 students per batch.
  • Single Batch Restriction: By default, an institution is eligible for only one batch per Diploma or Diploma (Advanced) Qualification.

Key Operational Consequences

This rigid structure introduces three major flaws into the training ecosystem:

  • Severe Scale Limitations: Capping a program at a single batch of 30 students severely restricts a well-equipped, highly reputed institution from scaling up its successful vocational programs to meet market demand.
  • Disincentivizes Growth: Even if an institution has a proven track record, high placement rates, and robust infrastructure, it is bottlenecked by the default “one batch per qualification” rule.
  • Regulatory Dependency for Expansion: To bypass this limit, institutions must prove “exceptional circumstances” to NCVET to get additional batches allocated. This introduces administrative red tape and slows down execution.
  1. Parallel Infrastructure: Showing that they possess entirely separate, duplicate sets of labs and workshops so that Batch A and Batch B do not fight over the same CNC machines or robotics kits.
  2. Dedicated Faculty Strength: Proving a strict 1:20 or 1:30 trainer-to-trainee ratio for each extra batch requested, with full-time instructors listed on the portal.
  3. Linear Multiples: If NCVET approves an entity for 3 batches of an approved Diploma qualification, system locks their portal limits to exactly 3 × 30 = 90 trainees for that academic intake year.

Field Verification Deficit

The recognition pipeline prioritizes initial documentation screening and committee presentations over active field verification. Once bilateral or tripartite agreements are executed, oversight shifts to self-regulation portals and periodic desk audits. NCVET lacks dedicated regulatory inspectorates to perform unannounced, on-site audits during active testing cycles. Without surprise field validations, standard operating procedures cannot be actively enforced, leaving the system exposed to systemic process compromises.

Structural Interest Conflicts

Allowing dual recognition enables single corporate entities to act as both Awarding Bodies and Assessment Agencies. While this design minimizes operational friction within training cycles, it reduces institutional separation between delivery and certification. When training providers and evaluators operate under shared management networks, robust external auditing becomes essential, yet remains unaddressed by current oversight mechanisms.

Technical and Operational Bottlenecks

Centralizing operations through the KaushalVerse Portal and Academic Bank of Credits (ABC) has faced persistent technical debt. Interoperability issues between older legacy systems and centralized public portals create administrative blockages. Furthermore, rigid National Skills Qualification Framework (NSQF) alignment timelines cause structural bottlenecks. When specialized training modules expire, bureaucratic renewal delays disrupt active training batches, slowing down ecosystem agility.

Performance Analysis Since Inception

Macroeconomic restructuring has standardized long-term and short-term vocational parameters, but grass-roots execution quality varies significantly.

Global Governance Paradigms: ASQA and Germany

Global VET frameworks position regulatory accountability on operational sites rather than documentation matrices, explicitly separating localized capacity from raw scale.

Australia (ASQA): Risk-Based Performance Sampling

The Australian Skills Quality Authority (ASQA) regulates Registered Training Organisations (RTOs) by checking operational evidence instead of corporate policy files. Auditors sample live portfolios, cross-verify completed evaluation patterns, and conduct direct interviews with candidates and trainers.

Crucially, ASQA prevents the numerical volume trap by treating geographic expansion independently. Hitting high enrollment numbers in a home state does not grant automatic national access. RTOs must file a specific Scope Expansion Application for every new territory, proving local physical infrastructure and compliant local delivery sites prior to approval.

Germany: Decentralized Chamber Architecture

Germany’s Dual VET system transfers monitoring duties away from central government bodies to regional industry structures: Chambers of Industry and Commerce (IHK) and Chambers of Crafts (HWK). Local companies must clear physical inspections of workspace safety and trainer qualifications to participate. Employers train candidates but are legally prohibited from testing them. Final examinations are conducted independently by regional tripartite boards comprising employers, teachers, and union representatives, using local peer pressure to protect certification integrity.

Structural Governance Comparison

Operational FeatureNCVET Model (India)ASQA Framework (Australia)Dual VET Architecture (Germany)
Primary Audit MetricPre-Recognition Verification: Data counts, online forms, and portal declarations.Performance Auditing: Evaluation of active learner files and live observations.Co-Regulation: On-site checks of workplaces by regional industry peers.
Territorial AuthorizationAutomated national jurisdiction based on cumulative volume thresholds.Location-specific authorization requiring independent local proof for every territory.Region-bound operational permits controlled strictly by local industry chambers.
Evaluation WorkforceFreelance assessors hired via non-exclusive private registries.Institutional assessors subject to strict federal validation standards.Tripartite panels comprising local industry, labor, and academic experts.
Investigation TriggersScheduled renewals or formal stakeholder complaints.Data-driven risk forecasting and random target selections.Continuous local monitoring by permanent regional advisors.

Realizing Ground-Truth Accountability

NCVET has established macro-policy structures, credit articulation rules, and national skilling frameworks. However, its reliance on remote, desktop-based licensing weakens ground-level execution. Transitioning to risk-based performance sampling, introducing geographical dispersion thresholds (requiring minimum volume spread across diverse states rather than single-cluster concentrations), or utilizing regional industry networks could address these gaps. Until verification frameworks shift from checking paper database registries to conducting live, independent field audits, true capability will remain separate from compliance documentation.

References

  1. National Council for Vocational Education and Training. (2020). Guidelines for Recognition and Regulation of Assessment Agencies. Ministry of Skill Development and Entrepreneurship, Government of India.
  2. National Council for Vocational Education and Training. (2024). Guidelines for Diploma Qualifications in Vocational Education & Training and Skilling. Notification. Gazette of India.
  3. National Council for Vocational Education and Training. (2023). Revised National Skills Qualification Framework (NSQF) Notification. Gazette of India.
  4. Australian Skills Quality Authority. (2025). Regulatory Risk Framework and Performance Assessment Methodology. Commonwealth of Australia.
  5. Federal Ministry of Education and Research (BMBF). (2024). Report on the Vocational Education and Training (VET) System in Germany. Vocational Training Act (BBiG) Compliance Standards.
  6. National Council for Vocational Education and Training. (2026). Compendium of NCVET Policies, Guidelines, and Digital Migrations (KaushalVerse Framework). Ministry of Skill Development and Entrepreneurship, Government of India.

From Certificates to Craft: Confronting the Silent Killers of Indian Skilling

This is in continuation with my earlier article Degree is the Usher at the Door, Only Skill keeps you in the Room which related to huge amount of unspent funds budgeted for Skill Development in India. You can click on the link to read the same. Thanks to Ms Sheila for capturing the entire 4 hour talk delivered yesterday for a particular Skill Development Institution and sharing it with me. The content is mostly unedited and shared directly. This part was focussed on Remedies to the problem. Here we go…

While the government focuses on outlay (money) and enrollment (numbers), the quality of delivery—the actual human interaction between trainer and student—is where the system often collapses. I call these factors the Silent Killers of the Indian skilling ecosystem.

A sharp look at the structural decay that is described above and how it’s being (or not being) addressed:

In many ITIs and other skill training centers, instructors are permanent employees or long-term staff who haven’t stepped onto a factory floor in 10–15 years. They are teaching Industry 2.0 concepts (even that, theoretical) to a generation that needs to work in Industry 4.0. A Certified Trainer is often just someone who passed a 10-day Training of Trainers (ToT) program. As noted earlier, they may have the certificate, but they lack the muscle memory of the trade. Author suggests to strongly push for Dual System of Training (DST) and Flexi-MoUs, where industry experts are invited to teach, and trainers are sent back to factories for refresher stints.

Cannot Teach Industry 4.0 with Industry 2.0 Theory
PC: Gemini

It would be incomplete if we don’t address the elephant in the room. The Leadership with Topline vs. Pedagogy approach

Many private Training Institutions  operate like factories. Their Topline is the number of enrollments they can claim fees for or for government subsidies; their Bottom line is the cost-cutting on equipment and low trainer salaries. As a result, Training becomes a rote exercise for compliance rather than an educational one. If the leadership doesn’t understand pedagogy (the how of teaching), they view simulators and modern labs as unnecessary expenses rather than essential tools.

Though The NCVET (National Council for Vocational Education and Training) has started de-linking and de-affiliating thousands of non-performing affiliated centers (over 400 ITIs recently), there is a long way to go in attaining targeted results. Pertinent to note here that even NCVET also is a body of academics from the existing system who refuse to see beyond the academic box.

Coming to the Assessors, the other important cog in the wheel, most often the person training and the person assessing were often “friendly” to a detrimental level. While being friendly is a great characteristic to have in a training context, I am emphasizing this trait leading to inflated pass percentages that didn’t reflect actual skill. Same issue of lack of industrial exposure persists with Assessors too. In my personal experience, have witnessed assessors coming in to assess trainees who underwent high precision manufacturing and assessor who was seeing a CNC for the first time and had no clue about what the trainees were doing. He had no abilities to create real assessment criteria (like tampering the code and getting trainee to fix it). In the end, it was easy to steam roll him into “submission” Unless assessor have the ability to ensure that a student can actually do what the certificate says, this again is an exercise in futility.

In the Indian community, a Guru  is traditionally respected, but in skilling, they are often underpaid and undervalued. Until the Trainer is treated with the same prestige as a Professor, the quality will remain a detail that everyone ignores.

Here is a Pedagogy-First model designed to ensure that a skilling institute transforms from a certificate factory to a center of excellence. This addresses the issue by forcing leadership to value the craft as much as the cash flow.

A blueprint for pedagogical excellence begins with shattering the stale trainer syndrome. To keep technical expertise sharp, institutes must move away from static, lifetime roles. This starts with Mandatory Sabbaticals, requiring every trainer to spend thirty days every two years on a live industry floor to refresh their technical muscle memory. This is bolstered by the 70:30 Rule, where thirty percent of curriculum delivery is handed over to active visiting practitioners. By bringing current shop-floor language into the classroom, the institute ensures that students aren’t learning yesterday’s news. To drive this home, trainer incentives should be decoupled from seniority and instead linked directly to the placement retention rates of their graduates.

The heart of this model lies in Radical Pedagogy, summarized by the “Show, Don’t Tell” rule. Leadership must shift focus from PowerPoint decks to practical mastery, enforcing a strict 20:80 ratio—twenty percent theory and eighty percent hands-on workshop time. Assessment undergoes a similar revolution; written exams are replaced by Job Simulations. In this environment, a student does not pass by merely describing a motor; they pass by fixing a broken one under the pressure of a timer. Furthermore, peer-to-peer learning integrates leadership training into the technical grind, as senior batches mentor juniors to sharpen their communication and soft skills.

True institutional change, however, requires Leadership Accountability that looks beyond the balance sheet. Governance must treat financial health as a byproduct of quality, not cost-cutting. This means the Board of Directors must review Employer Satisfaction Scores with the same scrutiny as financial statements seriously. To prevent a disconnect from the ground reality, leadership should conduct Shadow Student Audits, spending one day a month in the labs to experience the quality of equipment and instruction firsthand. Financially, this commitment is solidified by legally earmarking some percent of annual revenue for equipment upgrades to stop obsolescence in its tracks. Finally, the system is secured by a rigorous Assessor Integrity Protocol. To eliminate the possibility of grace marks or bias, external assessors must have zero prior contact with training staff. Every final practical assessment is then backed by Video-Log Evidence, ensuring each skill was actually demonstrated and digitally archived for audit. Through these layers of industry immersion, practical obsession, and administrative transparency, an institute transforms from a mere school into a powerhouse of employability.

PC: Gemini

This approach would help an institute in more ways that one. Topline will naturally grow because the Brand Equity of their graduates will become the best marketing tool. When a Skill Certificate from a particular institute guarantees a Salary premium (higher starting salary compared to other graduates), the Aspirational Value takes care of itself.