The SHAKTI Yojana plays a crucial role in enhancing the reliability of coal supply for India’s power sector.
AboutSHAKTI Yojana:
Details
• SHAKTI stands for Scheme for Harnessing and Allocating Koyala Transparently in India.
• Introduced by: Ministry of Coal, Government of India.
• Launched in 2018, with amendments in March 2019 and November 2023.
• Purpose: Ensure transparent coal allocation to the power sector, especially stressed power units facing coal shortages.
Objective
Allocate coal supplies to power plants that are unable to secure adequate fuel, ensuring consistent and transparent coal supply to power plants.
Features:
Fuel Supply Agreement (FSA): Coal supplied through FSA with Letter of Assurance (LoA) holders, ensuring continuation of supply at 75% of the Annual Contracted Quantity (ACQ).
Coal Linkages: Linkages granted to State/Central Generating Companies and Independent Power Producers (IPPs) with Long-Term PPAs.
Significance
• Ensures coal supply to stressed units, supporting new power plants and promoting transparency in coal allocation.
• Supports uninterrupted power generation by ensuring consistent fuel supply.
About India’s Coal Gasification Vision:
To achieve 100 MT of coal gasification by FY 2030, with a focus on sustainable practices and reducing carbon emissions.
Incentive: Reimburse GST compensation cess on coal used for gasification projects for 10 years, contingent on cess extension beyond FY27.
Target: Attract both Government PSUs and the Private Sector to drive innovation and investment in coal gasification.
Process: Entities selected through a transparent bidding process; government support for eligible PSUs and private firms to implement projects.
PYQ:
[2019] Consider the following statements:
1. Coal sector was nationalized by the Government of India under Indira Gandhi.
2. Now, coal blocks are allocated on lottery basis.
3. Till recently, India imported coal to meet the shortages of domestic supply, but now India is self-sufficient in coal production.
Which of the statements given above is/are correct?
Animesh Pradhan, Age 24, Attempt: 1st, UPSC-CSEAIR 2. A graduate of NIT Rourkela, working as a full-time employee in Indian Oil Corp., he cleared UPSC CSE on his first attempt at the age of 24. He lost his father at an early age and was left with his Mother and elder sister. Unfortunately, his Mother passed away 40 days ago and couldn’t see her Son’s success and cherish it. His sister got married in January last year. He is a very committed, humble, and diligent student with high professional skills in managing work and studies.
AIR 2, Animesh Pradhan at Civilsdaily Delhi Centre Today
Schedule a 1-1 call with Civilsdaily’s Mentorfor focused UPSC Prep
With all the lows in life, he came with the hope that one day, his mother would see him becoming an IAS officer. Even though one wish in these two remained unachieved, wherever his mother is, her wishes will be with him, and if there is heaven at all, she might be celebrating this in that heaven.
AIR 2, Animesh Pradhan On Call With Civilsdaily Mentor Showing His Gratitude
We hope he achieves much more success and wish him enough grit to achieve whatever he wants in life. We expect him not to stop here and make this a mere small achievement in his list of aspirations.
Why Civilsdaily Mentorship and Programs Are Unique?
Element No. 1: The System
The first element of the powerful mentorship program at CD is – The System.
The system is the method that is used during the program. One of the first surprising elements of a Civilsdaily program is that we do an early assessment of the current stage of aspirants. This is done in 10+ dimensions. Along with that, you get a lot of study material in advance. Unlike other courses that give you average content when the course begins, you get high-quality content for UPSC Prep well in advance. The reason for this is simple: The Mentor is not around to create “shock and awe”. Instead, the element that really helps learning is the “safe zone”. When aspirants get the material in advance, it gives them time to learn and absorb it. And then, when the initial assessments happen in the form of mock tests, the aspirant is able to apply the learning.
One big reason we fail to learn and progress in UPSC Prep is that we do not have time to practice and attempt mocks.
No one is around to correct our mistakes. All we get is an endless stream of information, and mastery over exam is further away than ever. The notes themselves need design: lots of examples, relevance to PYQs, and easy-to-read language. The syllabus content needs to be broken up into consumable chunks. It’s design, design and more design. Check our atomic and flash notes, and you will understand what we mean. A well-constructed system is the first element of the program at CD but by no means the most important.
Trying to cope with breathless content all at once is extremely intimidating for the aspirants. When you’re in a Civilsdaily Mentorship program, you get the content well in advance. There’s no need to create “shock and awe” while mentoring. You learn better when you know and own the content, using the course to practice and get better at it instead.
Element No. 2: The Group
A journey of a thousand miles can be really intimidating without a group because UPSC -CSE requires MCQ and answer writing aptitude, which requires constant practice. When you work alone, it’s easy to give up or get distracted. A group is what gets you ahead. But how do you get a group that’s focused, smart, and helpful? Do such groups even exist?
There’s a saying in Africa: If you want to go quickly, go alone. If you want to go far, go with a group. And yet, not any group will do, will it? You’ve been in Telegram groups before, and the terms “kind, helpful and smart” don’t come to mind, do they?
The one thing that will amaze you at Civilsdaily is how much you come to rely on your group. At first, many aspirants assume that their progress is a lonely journey. They learn what’s required, do their mocks, and when the course is done, they get to the finish line.
And yet habit-creation reveals something entirely different.
Snagging a bad habit is relatively easy. The moment you have to build a “good habit,” it’s a lot harder to stay motivated—unless, of course, you have a group.
The aspirant groups at the Civilsdaily course are brilliant, focused and helpful.
It almost seems hard to find such an active, helpful bunch of people. And the reason why you’ll find this level of camaraderie here, is because of several reasons. But the biggest reason of all is because we’re selective.
We only let people in if they pass our filters.
We also will not have overloading of any kind. Our program accepts limited aspirants. You simply will not see the ocean full of aspirants you see on other courses. Finally, we break up the groups into even smaller groups of six or seven aspirants. We keep it small and focused. This gets you closer to the finish line. In short, you go far.
Without practice, mastery of this exam is difficult. Without daily and weekly practice, you have a “decay problem.” Other courses will give you content and mocks once a month and won’t provide any kind of mentor feedback. This is a recipe for disaster. You won’t know if you are making any progress at all.
That’s not how we run our programs.
When you’re a part of the Civilsdaily Mentorship program, whether you’re a beginner or veteran, you have a schedule that is unique to you and your requirements for the duration of the program. As you’d expect, all this is designed with “tiny increments” in mind, but it is the daily and weekly practice that keeps away the decay.
And everything is enriched with a 1:1 mentor call.
Your Mentor checks your preparation and works with you to ensure progress—there is no exception. This enables you to learn bit by bit instead of being dumped with endless content that you might never use in an exam. When you consider all three elements: the system, the group, and the daily and weekly practice, you are able to create a habit. This habit leads to success in exam.
Any new subject or mock can be a little unnerving when you don’t get regular practice. Our program is designed to help you learn layer by layer, and it involves small steps done daily. That way, if you press the “wrong button,” we can learn from the mistake, fix it, and move ahead at an even pace.
This attention to detail is what makes the Civilsdaily Mentorship Program among the best. But you’ll find that out for yourself.
To explore our Mentorship and schedule a pre-enrollment call, Fill this Mentorship Form (Free for the next 24 hours) to connect with our mentors.
The heart of the Civilsdaily platform is the Foundation Program and Ultimate Assessment Program (UAP). For years, aspirants have enrolled here because they couldn’t find such depth and passion towards quality content and Mentorship anywhere. Their search inevitably ends at Civilsdaily. Enrollment in these programs and Mentorship also makes us accountable to aspirants for the value they get.
In the past few years, we’ve worked quietly in the background with hundreds of aspirants; many now serve as IAS, IPS, IFS, and more. We are very proud of what we’ve achieved. Here are some of the recent rankers who show us gratitude.
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Q) Analyse the multidimensional challenges posed by external state and non-state actors, to the internal security of India. Also discuss measures required to be taken to combat these threats. (UPSC CSE 2021)
Mentor’s Comment: UPSC Mains have focused on ‘Cyber Security’ (in 2022), and ‘Maritime Secuirty’ (2021).
India ranks fourth globally in defense spending,behind only the United States, China, and Russia in terms of military budget allocation. To maintain its ranking and achieve its development objectives by 2047, India must invest more in research frameworks.
Today’s editorial emphasizes the critical importance of enhancing research security, by taking an example of the United States as a means to protect national interests while fostering innovation and international collaboration. This content can be used as a successful case study to represent in your mains examination.
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Let’s learn!
Why in the News?
Recently, the US Government has come up with defense and security developments, particularly in the form of the National Science Foundation’s (NSF) new TRUST framework.
Research security has emerged as a pressing concern in the context of India’s national security too, particularly as global collaborations in science and technology increase.
What measures are being implemented to enhance research security in India?
The MeitY is developing infrastructure for advanced R&D in cybersecurity to promote indigenous skills and capabilities.
Technology Security Initiative with the UK: India has partnered with the United Kingdom to launch the Technology Security Initiative (TSI). This focuses on emerging technologies across sectors like telecommunications, semiconductors, AI, and biotech.
National Cyber Security Policy 2013: It serves as a comprehensive framework for enhancing the protection of India’s cyberspace by encouraging R&D in cyber security to develop technologies tailored to national needs. This framework has set up mechanisms like the National Critical Information Infrastructure Protection Centre (NCIIPC) to address cyber threats
Digital Personal Data Protection Bill (DPDPB) 2023: It includes the passage of the legislative measures, which aim to establish regulations for data processing entities to safeguard personal data and enhance privacy.
CASE STUDY:
The TRUST Framework (U.S.)The NSF has introduced the Trusted Research Using Safeguards and Transparency (TRUST) framework to assess grant proposals for potential national security risks. This initiative is designed to protect taxpayer investments in research while promoting beneficial international collaborations. The framework comprises three branches: 1.Personnel Assessment: Evaluating active personnel appointments and positions. 2.Compliance Monitoring: Identifying instances of noncompliance with disclosure requirements. 3. National Security Considerations: Incorporating foreseeable national security risks into research assessments.
Rebecca Keiser, head of the NSF’s Office of Research Security Strategy and Policy, emphasized that while it is essential to mitigate risks, the U.S. must continue to lead in science and innovation without succumbing to an overly cautious compliance culture.
Why is research security essential for national defense?
Protection Against Foreign Influence: Foreign governments and entities often seek to exploit academic research for military and strategic advantages.
This exploitation can manifest in various forms, including intellectual property theft, sensitive data, and technological innovations.
The Department of Defense (DoD) has highlighted concerns regarding foreign interference that jeopardizes the integrity of National research, necessitating robust security measures to safeguard against these threats.
Safeguarding National Interests: Research contributes significantly to national defense capabilities and technological advancements.
The National Science Foundation (NSF) emphasizes that maintaining a secure research environment is crucial for fostering innovation while mitigating risks associated with foreign influence and espionage.
Enhancing Readiness and Capability: Defense research provides insights into emerging technologies and potential threats, allowing for informed decision-making regarding national defense strategies.
As noted in various reports, a decline in defense-related research funding can adversely affect a nation’s ability to respond to evolving security challenges.
Compliance with Legislative Mandates: Recent legislative initiatives, such as the CHIPS and Science Act of 2022 and National Security Presidential Memorandum 33 (NSPM-33), mandate that federal funding agencies implement research security programs to protect federally funded research from foreign interference.
These policies require institutions receiving significant federal funding to certify that they have established effective research security measures.
What are the challenges faced by Security Research Frameworks in India?
Fragmentation of Efforts: Despite numerous initiatives, India’s approach to cybersecurity remains fragmented, due to insufficient collaboration among various stakeholders that hinder effective implementation of security measures.
Shortage of Skilled Personnel: There is a significant gap in the availability of trained cybersecurity professionals. Further, the government’s inability to address emerging threats promptly due to a lack of expertise in critical areas like cyber forensics and incident response.
Vulnerability of Critical Infrastructure: India’s critical infrastructure, such as power grids and communication networks, is susceptible to cyber-attacks, posing risks to national security. High-profile incidents, like the attempted attack on the Kudankulam Nuclear Power Plant, highlight these vulnerabilities.
Evolving Threat Landscape: The rapid evolution of cyber threats, including advanced persistent threats (APTs) and state-sponsored cyber espionage, complicates the security landscape. APTs have sophisticated attacks that are hard to identify and counteract effectively.
How can collaboration between researchers and government agencies improve research integrity?
Establishing Clear Guidelines and Standards: Collaborative efforts allow researchers and government agencies to develop clear guidelines for ethical research practices. Different governments can provide frameworks that outline expectations for research conduct, helping to prevent misconduct.
Enhancing Risk Management: Working together enables a systematic approach to identifying and managing risks associated with research activities.Government agencies can help incorporate security measures into research protocols to mitigate risks related to foreign interference and data breaches.
Facilitating Training and Capacity Building: Government partnerships can enhance the training of researchers in best practices for maintaining integrity. Different agencies/stakeholders can offer educational materials and training programs focused on ethical research conduct and compliance with regulations.
Encouraging Transparency and Accountability: Collaborative frameworks can include mechanisms for reporting misconduct or conflicts of interest, ensuring issues are addressed promptly.
President Droupadi Murmu unveiled the Supreme Court’s Centre for Research and Planning report, Prisons in India: Mapping Prison Manuals and Measures for Reformation and Decongestion, highlighting electronic prisoner tracking to tackle overcrowding.
What are the key finding of the report?
Addressing Overcrowding: The report highlights the critical issue of overcrowding in Indian prisons, which had an occupancy rate of 131.4% as of December 2022, with a significant number of inmates being undertrials (75.8%). It proposes that electronic tracking could serve as a cost-effective alternative to incarceration, allowing for the release of low and moderate-risk prisoners while ensuring compliance with legal conditions.
Implementation Recommendations: The report suggests initiating pilot programs for electronic monitoring, specifically targeting undertrial prisoners who exhibit good behavior. This phased approach aims to assess community readiness and the feasibility of broader implementation while ensuring that such measures respect individual rights and privacy concerns.
What are the benefits of electronic tracking of people out of prison on bail?
Reduction in Overcrowding: Electronic tracking can significantly alleviate prison overcrowding. With Indian prisons operating at an occupancy rate of 131.4% as of December 2022, implementing electronic monitoring for low and moderate-risk undertrials could free up space and resources.
Cost-Effectiveness: The financial implications are substantial; for instance, the annual cost of maintaining a single undertrial prisoner in Odisha is around Rs 1 lakh, while the cost of an electronic tracker is estimated to be between Rs 10,000 to Rs 15,000. This shift could lead to considerable savings in prison management costs.
Improved Rehabilitation: Allowing undertrials to remain in the community while monitored electronically supports their rehabilitation. It enables them to continue education and work, thereby maintaining family connections crucial for reintegration into society.
Enhanced Monitoring: Electronic tracking provides a reliable method to ensure compliance with release conditions, reducing the risk of absconding or re-offending.
What are the present challenges in India?
Privacy Concerns: The use of electronic monitoring raises significant privacy issues. Continuous surveillance can be perceived as intrusive and may infringe on individuals’ fundamental rights, as highlighted by recent Supreme Court rulings against invasive bail conditions.
Technical Reliability: The effectiveness of electronic tracking systems depends on the technology’s reliability. Issues such as device malfunctions or signal loss can undermine the monitoring process.
Human Rights Risks: There is a potential for misuse or overuse of electronic tracking, leading to human rights violations. Clear guidelines and safeguards are essential to prevent abuse of this technology.
Stigmatisation: Individuals may face social stigma associated with wearing electronic tracking devices, which can exacerbate feelings of isolation and mental health issues.
Implementation Costs: While the initial costs may be lower than incarceration, establishing a comprehensive electronic tracking system requires significant investment in technology and training for law enforcement personnel.
What are the lessons from other countries?
E-Carceration Concerns: In the United States, electronic monitoring has been criticized as a form of ‘e-carceration’, extending punitive measures beyond physical jails and potentially creating oppressive environments, particularly for marginalized communities.
Cost-Bearing Issues: In some jurisdictions, costs associated with electronic monitoring are borne by the monitored individuals rather than the government, leading to additional financial burdens that could deter participation in such programs.
Community Impact: Studies show that over-reliance on electronic monitoring can disproportionately affect specific demographics, similar to how marginalized groups are overrepresented in prison populations in India.
Way forward:
Balancing Privacy and Efficiency: Implement clear guidelines and legal safeguards to ensure electronic tracking respects privacy and prevents misuse. Regular audits and judicial oversight can mitigate potential human rights violations.
Equitable and Scalable Implementation: Subsidize costs for underprivileged individuals and invest in reliable technology and training for law enforcement. Pilot programs can identify best practices before nationwide adoption.
The recent cardiac arrest and subsequent death of a Bengaluru Metropolitan Transport Corporation (BMTC) bus driver while on duty has sparked conversations about worsening health outcomes in urban areas.
What are the primary risk factors contributing to the rising NCD burden in urban areas?
High-Stress Work Environments: Many urban workers, including bus drivers, face high levels of stress due to long hours, erratic schedules, and demanding job conditions.
The BMTC study indicated that over 40% of its employees aged 45-60 are at risk for cardiovascular diseases, exacerbated by factors like continuous driving and poor eating habits.
Poor Nutrition and Lifestyle: Workers often lack access to healthy food options and exercise opportunities, leading to increased rates of obesity, hypertension, and diabetes.
The BMTC workforce has shown alarming rates of these conditions, which are often linked to lifestyle choices made under stressful work conditions.
Lack of Health Insurance and Support: Many informal workers do not have health insurance or access to regular health screenings. This lack of support can lead to delayed diagnosis and treatment of NCDs, increasing the risk of severe health events like heart attacks.
Socioeconomic Marginalization: A significant portion of the urban population lives in slums or informal settlements, where access to healthcare is limited. This socioeconomic status contributes to poor health outcomes and a higher prevalence of NCDs.
How can urban health systems be strengthened to effectively manage NCDs?
Improving Access to Primary Healthcare: Urban health systems must focus on making primary healthcare services more accessible to marginalized communities. This includes expanding facilities in underserved areas and ensuring that services are affordable and culturally appropriate.
Implementing Regular Health Screenings: Regular health evaluations for high-risk populations, such as bus drivers and other transport workers, should be mandated. These screenings can help identify risk factors early on and facilitate timely interventions.
Integrating Health Services with Employment Policies: Employers should collaborate with health departments to create programs that promote employee wellness, including stress management workshops and nutrition education tailored for their workforce.
Community-Based Health Promotion: Local organizations can play a crucial role in educating communities about NCD risks and promoting healthy lifestyles through workshops and outreach programs that engage residents directly.
What role do public awareness and community engagement play in combating NCDs?
Raising Awareness About NCD Risks: Public campaigns can educate individuals about the importance of regular health screenings and lifestyle changes that reduce the risk of NCDs. Awareness initiatives can empower communities to take charge of their health.
Encouraging Community Participation: Engaging community members in health promotion activities fosters a sense of ownership over their health outcomes. Community-led initiatives can effectively address local health issues by tailoring solutions to specific needs.
Utilizing Technology for Monitoring Health: Digital tools can facilitate real-time monitoring of health metrics for at-risk populations, enabling proactive management of conditions like hypertension and diabetes.
Creating Support Networks: Building networks among workers can provide emotional support and share resources for managing health issues collectively, which is particularly beneficial for those facing similar challenges in high-stress jobs.
Way forward:
Strengthen Urban Primary Healthcare: Expand access to affordable and culturally relevant primary health services, implement regular screenings for high-risk groups, and integrate wellness programs with employment policies for vulnerable workers.
Promote Community-Led Health Initiatives: Engage local organizations and residents to raise awareness about NCD risks, encourage healthy lifestyles, and utilize digital tools for real-time health monitoring and proactive care.
Mains PYQ:
Q “Besides being a moral imperative of a Welfare State, primary health structure is a necessary precondition for sustainable development.” Analyse. (UPSC IAS/2021)
In October, the Ministry of Electronics and Information Technology (MeitY) held discussions with industry leaders and experts about establishing an AI Safety Institute as part of the IndiaAI Mission.
What are the core objectives and focus areas for the AI Safety Institute?
Setting Standards for AI Safety: The AISI aims to develop frameworks, guidelines, and standards for safe AI deployment without acting as a regulatory body. This approach is designed to foster innovation while ensuring safety.
Enhancing Domestic Capacity: The institute will focus on building domestic capabilities in AI safety, leveraging India’s unique strengths and addressing local challenges related to AI deployment.
Promoting Multi-Stakeholder Collaboration: Engaging various stakeholders—including government bodies, industry players, academia, and civil society—is crucial for creating a comprehensive approach to AI safety that reflects diverse perspectives.
Risk Assessment and Mitigation: The AISI will develop tools for risk assessment and mitigation related to AI technologies, focusing on issues such as bias, discrimination, and social exclusion.
Global Engagement: By integrating into international networks like the Bletchley Process, the AISI will participate in global dialogues on AI safety, bringing forward the concerns of developing countries and contributing to a more inclusive governance framework.
How should the organizational structure of the AISI be designed to ensure scalability and independence?
Independence from Regulatory Bodies: The AISI should operate independently from rulemaking and enforcement authorities to maintain its focus on research, testing, and standardization rather than regulatory compliance.
Collaboration with Academic Institutions: Establishing the AISI within academic institutions (e.g., IITs) can provide it with a degree of independence while tapping into existing research capabilities and expertise.
Scalable Framework: The organizational structure should be designed for scalability, allowing the institute to adapt to evolving technological landscapes and increasing demands for AI safety oversight.
Technical Research Focus: The AISI should prioritize technical research and development of indigenous AI safety tools that address India’s specific challenges while aligning with global standards.
What strategies can be implemented to engage stakeholders and build partnerships for effective AI safety governance? (Way forward)
Building Strong Partnerships: The AISI should actively seek partnerships with key stakeholders in government, industry, academia, and civil society both nationally and internationally to foster collaboration on AI safety initiatives.
Engaging in Global Dialogues: Participation in international forums and dialogues on AI governance will help position India as a leader in global discussions on AI safety, allowing for knowledge exchange and shared best practices.
Community Involvement: Engaging local communities through outreach programs can raise awareness about AI risks and promote inclusive participation in shaping AI governance policies.
Establishing Voluntary Compliance Tools: Developing voluntary compliance toolkits can help industries adopt best practices in AI safety without imposing stringent regulatory requirements that could stifle innovation.
Continuous Feedback Mechanisms: Implementing mechanisms for continuous feedback from stakeholders will ensure that the AISI remains responsive to emerging challenges in AI technology and governance.
Mains PYQ:
Q What are the main socio-economic implications arising out of the development of IT industries in major cities of India? (UPSC IAS/2021)
Skill development is a critical topic in UPSC CSE Mains due to its role in enhancing economic productivity, fostering inclusive growth, and addressing social inequalities. Effective policies in these areas are essential for equipping the workforce with relevant skills, promoting entrepreneurship, and empowering marginalised communities, thereby contributing to India’s overall development agenda.
Questions in UPSC CSE (Mains) from this theme
“Demographic Dividend in India will remain only theoretical unless our manpower becomes more educated, aware, skilled, and creative.” What measures have been taken by the government to enhance the capacity of our population to be more productive and employable? (2016)
“Earn while you learn’ scheme needs to be strengthened to make vocational education and skill training meaningful.” Comment. (2021)
Sub-themes
In line with the trends of the exam, we have prepared this study material with the following subthemes:
AI and skill development
Vocational Training
Industry-Specific Training
Entrepreneurship
Technology and Skill Development
Skill Development & Marginalised Sections
What is Skill Development and its Importance?
Skill Development refers to the process of acquiring new or enhancing existing skills, knowledge, and attitudes to improve the performance and productivity of an individual or a workforce. It involves various training programs, courses, and on-the-job learning that aim to develop technical, vocational, and soft skills in individuals.
Importance of Skill Development for India:
Demographic Dividend: India is one of the youngest nations in the world, with over 62% of its population in the working-age group (15-59 years) and more than 54% of its total population below 25 years of age.
Economic Growth: Equipping the workforce with employable skills and knowledge is crucial for contributing substantially to the economic growth of the country.
Global Knowledge Economy: As India progresses towards becoming a global knowledge economy, it must meet the rising aspirations of its youth through relevant skill development.
Overall Employability: The overall young employability in India has improved to 51.25%. States like Haryana, Maharashtra, Andhra Pradesh, Uttar Pradesh, Kerala, and Telangana demonstrate a high concentration of highly employable youth.
Top State: Haryana has the highest employable youth concentration with 76.47% of test takers in this region scoring 60% and above on the WNET.
AI Leadership and Talent Concentration
AI Skill Penetration: India holds a prominent global position in AI skill penetration and talent concentration, showcasing a strong base of AI professionals.
AI Professionals: As of August 2023, there were 4.16 lakh AI professionals, poised to meet the increasing demand expected to reach 1 million by 2026.
Demand-Supply Gap: India has a 60%-73% demand-supply gap in key roles such as ML engineer, data scientist, DevOps engineer, and data architect.
Industry-Skill Development Linkage
Vocational Training
Key Initiatives:
Initiative
Description
Impact/Example
Pradhan Mantri Kaushal Vikas Yojana (PMKVY)
Flagship scheme of the Ministry of Skill Development and Entrepreneurship (MSDE), implemented by NSDC. Aims to enable Indian youth to take up industry-relevant skill training that will help them secure a better livelihood.
Trained over 10 million youth since inception.
National Skill Development Corporation (NSDC)
Provides funding and support for skill development initiatives across various sectors, collaborating with the private sector to set up training centers.
Supported the establishment of more than 200 training centers.
Pradhan Mantri Kaushal Kendras (PMKK)
Establishes Model Training Centres (MTCs) in every district, focusing on quality, sustainability, and stakeholder engagement.
Over 700 PMKKs are operating nationwide.
Challenges and Solutions:
Challenges
Solutions
Mismatch between skills taught and industry requirements: According to a report by the National Skill Development Corporation (NSDC), 48% of employers find that vocational training graduates lack the necessary skills for their jobs.
Align training curricula with industry needs through regular consultations with industry experts. For example, the Automotive Skill Development Council (ASDC) collaborates with automotive companies to ensure training programs meet industry standards.
High dropout rates due to financial constraints: A survey by the Institute of Applied Manpower Research found that financial difficulties contribute to high dropout rates among vocational training students.
Provide financial assistance through scholarships, subsidized courses, and stipends. The National Skill Development Fund offers scholarships and financial support to deserving students.
Lack of awareness about vocational training programs: According to a FICCI-EY report, 40% of students are unaware of the available vocational training opportunities.
Launch awareness campaigns and informational programs in schools and communities. The Skill India campaign conducts regular outreach programs to promote vocational training across the country.
Inadequate infrastructure and outdated equipment: A report by the Indian Labour Organization (ILO) highlighted that many training centers lack modern facilities and equipment.
Upgrade infrastructure and invest in modern equipment to ensure high-quality training. Initiatives like the Skill Strengthening for Industrial Value Enhancement (STRIVE) program aim to improve the quality and market relevance of vocational training provided by industrial training institutes (ITIs).
Shortage of qualified trainers: The NSDC reports a shortage of 1.2 million trainers in India.
Develop certification programs and train-the-trainer initiatives to increase the number of qualified trainers. NSDC’s Training of Trainers (ToT) program has certified over 10,000 trainers across various sectors.
Difficulty in tracking the progress and impact of training programs: Lack of effective monitoring and evaluation mechanisms hinders the assessment of training outcomes.
Implement robust monitoring and evaluation frameworks to track the progress and impact of training programs. The Skills Acquisition and Knowledge Awareness for Livelihood Promotion (SANKALP) program focuses on improving the monitoring and evaluation of skill development initiatives.
Gender disparity in vocational training enrollment: Women constitute only 28% of those enrolled in vocational training programs, according to the Ministry of Skill Development and Entrepreneurship.
Promote gender-inclusive policies and provide incentives for women’s participation. Initiatives like the Mahila Shakti Kendra scheme aim to increase women’s enrollment in vocational training by providing safe transport and childcare facilities.
Soft skills refer to personal attributes, personality traits, inherent social cues, and communication abilities needed for success on the job. They characterize how a person interacts in their relationships with others.
Key Initiatives:
Initiative
Description
Impact/Example
Skill India
Emphasizes the importance of soft skills alongside technical skills through workshops on communication, teamwork, and leadership.
Conducted over 5,000 workshops nationwide.
National Institute for Entrepreneurship and Small Business Development (NIESBUD)
Provides training in soft skills essential for entrepreneurship, including courses on business communication and negotiation skills.
Trained over 1.5 million entrepreneurs in soft skills.
Challenges and Solutions:
Challenges
Solutions
Underemphasis on soft skills in traditional education
Integrate soft skills training into academic curricula from an early stage. CBSE schools in India have started including soft skills like communication and teamwork in their curriculum, influenced by the National Education Policy (NEP) 2020 which emphasizes holistic education.
Lack of qualified trainers for soft skills
Develop certification programs for soft skills trainers and provide training-of-trainer programs. NSDC has partnered with educational institutions to certify over 10,000 soft skills trainers, ensuring quality training delivery across various sectors.
Difficulty in measuring and assessing soft skills
Use a combination of self-assessment tools, peer reviews, and practical exercises to evaluate soft skills. The Indian Institutes of Management (IIMs) have introduced comprehensive assessment methods, including peer reviews and practical exercises, to evaluate students’ critical thinking, communication, and teamwork skills.
Entrepreneurship
Entrepreneurship is the process of designing, launching, and running a new business, which is often initially a small business. The people who create these businesses are called entrepreneurs.
Key Initiatives:
Initiative
Description
Startup India
Launched to promote startups by providing tax benefits, funding support, and simplifying regulations.
Standup India
Focuses on financing SC/ST and women entrepreneurs through bank loans for setting up businesses.
Atal Innovation Mission (AIM)
Promotes innovation and entrepreneurship among students by setting up Atal Tinkering Labs (ATLs).
MUDRA Yojana
Provides loans to micro and small enterprises without collateral, categorized as Shishu, Kishor, and Tarun.
Make in India
Aims to transform India into a global manufacturing hub by promoting local manufacturing and entrepreneurship.
Digital India
Focused on digital infrastructure and services to support digital entrepreneurship and startups.
National Entrepreneurship Awards (NEA)
Recognizes and rewards outstanding entrepreneurs and organizations that foster entrepreneurship.
Pradhan Mantri Kaushal Vikas Yojana (PMKVY)
Offers skill development training to encourage entrepreneurship by enhancing employability.
Challenges and Solutions:
Challenges
Solutions
Limited access to funding and resources: Entrepreneurs often struggle to secure the necessary capital to start and grow their businesses.
Create more venture capital funds, offer subsidised loans and grants, and provide co-working spaces. For instance, government-backed venture capital funds and schemes like the Pradhan Mantri Mudra Yojana (PMMY) provide financial assistance to startups and small businesses.
Lack of entrepreneurial education and mentorship: Many potential entrepreneurs lack the necessary education and mentorship to successfully launch and run businesses.
Establish entrepreneurship cells in educational institutions and connect entrepreneurs with mentors and industry experts. University-led incubation centers with mentorship programs, such as those at IITs and IIMs, offer guidance and support to budding entrepreneurs.
Regulatory hurdles and bureaucratic processes: Complex regulations and bureaucratic processes can hinder the ease of doing business.
Simplify business registration processes, reduce compliance burdens, and offer single-window clearance systems. The Startup India initiative provides single-window clearance and simplifies regulatory requirements for startups.
Limited market access and networking opportunities: Entrepreneurs may struggle to access markets and build networks necessary for business growth.
Develop platforms for networking and market access, and organize trade fairs and expos. The e-NAM (National Agriculture Market) platform connects farmers and agricultural entrepreneurs with buyers across the country.
Societal norms and resistance to entrepreneurship: Cultural and societal norms can sometimes discourage entrepreneurship, especially among women and marginalized communities.
Conduct awareness and sensitization campaigns to promote entrepreneurship and challenge societal norms. The Stand-Up India initiative supports entrepreneurship among women and SC/ST communities by offering financial assistance and training programs.
Inadequate infrastructure: Lack of adequate infrastructure can be a significant barrier for entrepreneurs, especially in rural areas.
Invest in developing infrastructure such as incubators, industrial parks, and co-working spaces. The Atal Innovation Mission (AIM) has set up Atal Tinkering Labs and incubation centers to foster innovation and entrepreneurship.
High risk of business failure: Many new businesses fail due to various risks and challenges associated with entrepreneurship.
Provide business training, risk management education, and access to support services. Programs like the National Institute for Entrepreneurship and Small Business Development (NIESBUD) offer training in business management and risk assessment.
Gender disparity in entrepreneurial opportunities: Women often face additional barriers in accessing entrepreneurial opportunities and resources.
Promote gender-inclusive policies and provide incentives for women entrepreneurs. Initiatives like Women Entrepreneurship Platform (WEP) by NITI Aayog support women entrepreneurs through mentorship, funding, and market access.
Lack of continuous support and scaling opportunities: Entrepreneurs may find it challenging to scale their businesses without ongoing support and resources
Offer continuous support through accelerator programs and scale-up initiatives. The Scale-Up India program provides ongoing support and resources to help startups grow and scale their operations.
Difficulty in balancing work and personal life: Entrepreneurs often struggle to balance their business responsibilities with personal life, leading to burnout.
Provide training in time management and work-life balance, and offer support services like childcare. Flexible working options and support services offered by various incubators help entrepreneurs maintain a healthy work-life balance.
Digital literacy is the ability to use information and communication technologies to find, evaluate, create, and communicate information, requiring both cognitive and technical skills.
Key Initiatives:
Initiative
Description
Impact/Example
Digital India
Aims to transform India into a digitally empowered society and knowledge economy through training programs for rural youth.
Reached over 250 million people.
Pradhan Mantri Gramin Digital Saksharta Abhiyan (PMGDISHA)
Aims to make six crore rural households digitally literate by providing basic digital literacy training for rural adults.
Trained over 30 million individuals.
Challenges and Solutions:
Challenges
Solutions
Limited access to digital devices and internet connectivity: Many areas, especially rural regions, lack the necessary infrastructure for digital literacy.
Expand digital infrastructure in rural and remote areas and provide subsidized devices and internet services. Government initiatives like BharatNet aim to provide high-speed internet to rural areas, and schemes such as PMGDISHA offer low-cost tablets and laptops to students.
Resistance to adopting digital tools and technologies: Individuals may resist using new technologies due to lack of familiarity or perceived complexity.
Conduct awareness campaigns highlighting the benefits of digital literacy and offer user-friendly training modules. Community outreach programs and demonstration sessions can showcase the advantages of digital tools.
Digital divide and inequality: Significant gaps in digital literacy and access exist between urban and rural areas, and among different socio-economic groups.
Implement targeted programs to bridge the digital divide. The Pradhan Mantri Gramin Digital Saksharta Abhiyan (PMGDISHA) aims to make six crore rural households digitally literate by providing basic digital literacy training.
Inadequate training resources and outdated content: Training materials may not be up-to-date with current digital trends and technologies.
Regularly update training materials and curricula to reflect technological advancements. Collaborations with tech companies can help ensure that training content is current and relevant, as seen in initiatives by the National Digital Literacy Mission (NDLM).
Language barriers: Digital literacy programs may not be accessible to non-English speakers, limiting their effectiveness.
Offer training programs in multiple regional languages to ensure broader accessibility. The National Digital Literacy Mission (NDLM) provides materials and conducts training sessions in various regional languages.
Data security and privacy concerns: Increased use of digital tools raises concerns about data security and privacy.
Implement robust data protection measures and provide training on data privacy. Organizations can adopt best practices in cybersecurity and ensure compliance with data protection regulations to safeguard user information.
Motivation and engagement issues: Maintaining motivation and engagement can be challenging in digital literacy programs.
Use interactive and gamified learning methods to enhance engagement. Platforms like E-Skill India incorporate gamification and interactive modules to make digital literacy training more engaging and enjoyable.
Limited support for continuous learning: Digital literacy is an ongoing process, and there may be a lack of support for continuous learning and upskilling
Provide lifelong learning opportunities and continuous support through online platforms and community centers. The SWAYAM platform offers a wide range of courses for continuous digital literacy and skill development.
Lifelong Learning
Lifelong learning is the ongoing, voluntary, and self-motivated pursuit of knowledge for either personal or professional reasons. It enhances social inclusion, active citizenship, and personal development.
Key Initiatives:
Initiative
Description
Impact/Example
National Institute of Open Schooling (NIOS)
Provides opportunities for continuing education at various levels, offering courses for adults to complete their education and acquire new skills.
Enrolled over 4 million students.
SWAYAM
An online platform offering courses from school to post-graduate level, providing access to free online courses on various subjects, including professional development.
Offers over 2,000 courses and has over 10 million users.
Earn While You Learn Scheme
Integrates vocational education and skill training with practical work experience, allowing students to earn while they learn.
Implemented in over 500 institutions.
Challenges and Solutions:
Challenges
Solutions
High cost of continuing education: The cost of courses and training programs can be prohibitive for many individuals.
Offer scholarships, subsidized courses, and flexible payment options. Government scholarships for adult learners and initiatives like the National Institute of Open Schooling (NIOS) provide affordable learning opportunities.
Difficulty in balancing work, family, and education: Adults often find it challenging to manage their time between work, family responsibilities, and education.
Provide flexible learning schedules, online courses, and support services such as childcare. Flexible online courses through SWAYAM and programs like Earn While You Learn integrate vocational training with practical work experience.
Limited access to technology and internet: Access to digital learning resources can be limited, especially in rural areas.
Expand digital infrastructure and provide affordable internet access. The Pradhan Mantri Gramin Digital Saksharta Abhiyan (PMGDISHA) aims to make rural households digitally literate, and Digital India initiatives provide affordable internet services.
Inadequate support for adult learners: Adult learners often require different support mechanisms compared to traditional students.
Develop adult education programs that include mentorship and peer support. The National Institute of Open Schooling (NIOS) offers tailored programs for adult learners with support services.
Outdated curricula that do not align with current job market needs: Many lifelong learning programs may not keep pace with the rapidly changing job market.
Regularly update curricula to reflect current industry trends and technological advancements. Collaborations with industry experts help keep the content relevant, as seen in programs offered by platforms like SWAYAM.
Lack of recognition and certification of prior learning: Skills acquired through work experience or informal learning are often not formally recognized.
Implement Recognition of Prior Learning (RPL) programs to certify skills gained through experience. The RPL program under the Skill India initiative provides certifications that recognize and validate prior learning.
Motivation and engagement issues among adult learners: Maintaining motivation can be a challenge for adult learners juggling multiple responsibilities.
Use interactive and gamified learning methods to enhance engagement. E-learning platforms like E-Skill India incorporate gamification to make learning more engaging and enjoyable.
Technological integration involves incorporating digital technologies into various aspects of skill development programs to enhance learning experiences and ensure that the workforce is equipped with modern skills. Emphasis should be on integrating AI and digital tools to enhance skill development.
Key Initiatives:
Initiative
Description
Impact/Example
National Digital Literacy Mission (NDLM)
Aims to provide digital literacy training using modern technologies, including e-learning platforms and digital tools for training.
Reached over 50 million individuals.
E-Skill India
Offers online skill development courses accessible from anywhere, covering various fields, including IT, healthcare, and finance.
Over 1 million enrollments in various courses.
Challenges and Solutions:
Challenges
Solutions
Limited access to modern technologies: Many training centers, especially in rural areas, lack access to the latest technological tools and infrastructure.
Invest in digital infrastructure and provide affordable access to technology. Government initiatives like BharatNet aim to provide high-speed internet to rural areas, and schemes like PMGDISHA offer low-cost tablets and laptops to students.
Resistance to adopting new technologies: Trainers and learners may be resistant to using new technologies due to lack of familiarity or perceived complexity.
Conduct awareness campaigns and training programs to demonstrate the benefits of technological integration. Workshops and demonstration sessions can help showcase the advantages of e-learning tools and digital platforms.
Digital divide and inequality: There is a significant gap in digital literacy and access between urban and rural areas, and among different socio-economic groups.
Implement targeted programs to bridge the digital divide. The Pradhan Mantri Gramin Digital Saksharta Abhiyan (PMGDISHA) aims to make six crore rural households digitally literate by providing basic digital literacy training.
Lack of skilled trainers in digital technologies: There is a shortage of trainers who are proficient in the latest digital tools and technologies.
Develop certification programs and train-the-trainer initiatives to increase the number of qualified trainers. The Training of Trainers (ToT) program by NSDC has certified over 10,000 trainers in various digital skills.
Data security and privacy concerns: The increased use of digital tools raises concerns about data security and privacy.
Implement robust data protection measures and provide training on data privacy. Organizations can adopt best practices in cybersecurity and ensure compliance with data protection regulations to safeguard learner information.
Integration of AI and emerging technologies: Incorporating advanced technologies like AI, IoT, and blockchain into training programs can be challenging.
Collaborate with tech companies and industry experts to develop specialized training programs. For example, NSDC’s collaboration with IBM and Microsoft has led to the introduction of AI and cloud computing courses.
High costs of implementing technological solutions: The initial investment required for setting up digital infrastructure and procuring modern equipment can be high.
Seek government funding and public-private partnerships to share costs. Initiatives like the Skill Strengthening for Industrial Value Enhancement (STRIVE) program provide financial assistance for upgrading training infrastructure.
Keeping trainers and curricula up-to-date: Rapid technological advancements require continuous updates to training content and methodologies. Engagement and motivation of learners in digital environments: Online and digital training environments can sometimes lead to lower engagement and motivation among learners.
Establish continuous professional development programs for trainers. Regular workshops and refresher courses can help trainers stay updated with the latest trends and technologies. Use interactive and gamified learning tools to enhance engagement. Platforms like E-Skill India offer gamified courses and interactive modules to keep learners motivated and engaged.
Ministry of Skill Development and Entrepreneurship (MSDE)
Focuses on promoting skill development across the country, with a specific focus on marginalized groups.
Enrolled over 8.8 lakh candidates belonging to SC, ST, OBC, and minority communities in 2020-21.
Skill Development Initiatives for SCs & STs
Implemented by the Ministry of Social Justice and Empowerment (MoSJ&E), providing training in traditional skills and promoting entrepreneurship.
Trained over 4.5 lakh SC and ST candidates in 2021-22.
Recognition of Prior Learning (RPL)
Acknowledges existing skills gained through work experience, allowing individuals to bypass formal training and obtain certifications.
Benefited over 2 million individuals.
Challenges and Solutions:
Challenges
Solutions
Limited access to education and skill development: Marginalized communities often have fewer educational institutions and training centers.
Establish more training centers in underserved areas and provide mobile training units. The Pradhan Mantri Kaushal Vikas Yojana (PMKVY) has set up Pradhan Mantri Kaushal Kendras (PMKKs) to increase accessibility for marginalized groups.
Financial constraints: Members of marginalized communities may lack the financial resources to afford training programs.
Provide scholarships, subsidized courses, and financial aid. For instance, the National Skill Development Fund offers scholarships and financial support to individuals from marginalized communities.
Social stigma and discrimination: Prejudices and discrimination can limit the opportunities for marginalized communities to participate in skill development programs.
Conduct awareness and sensitization campaigns to promote social inclusion and reduce biases. Community workshops and media campaigns under the National Rural Livelihood Mission (NRLM) help address social biases and promote inclusivity.
Lack of awareness about available programs: Many individuals from marginalized communities are unaware of the skill development opportunities available to them.
Increase outreach through local NGOs and community leaders to spread awareness about skill development initiatives. Collaboration with local NGOs can help inform marginalized groups about available programs.
Geographical barriers: Remote and rural areas where marginalized communities often reside may lack easy access to training centers.
Establish training centers in remote and rural areas and deploy mobile training units. The Ministry of Skill Development and Entrepreneurship (MSDE) has focused on setting up centers in such areas to ensure better accessibility.
Inadequate infrastructure: Training centers in areas with marginalized communities may lack proper facilities and equipment.
Upgrade infrastructure and invest in modern equipment to ensure quality training. Initiatives like the Skill Strengthening for Industrial Value Enhancement (STRIVE) program aim to improve the quality and market relevance of vocational training provided in such areas.
Cultural barriers: Certain cultural practices and norms may hinder participation in skill development programs.
Develop culturally sensitive training programs and engage with community leaders to encourage participation. Programs tailored to respect and incorporate local cultural practices can enhance participation rates.
Difficulty in securing employment post-training: Discrimination and lack of networks can hinder job placements for trained individuals from marginalized communities.
Foster partnerships with industries and promote inclusive hiring practices. The Recognition of Prior Learning (RPL) program acknowledges existing skills and provides certifications, improving employability for marginalized individuals.
Language barriers: Training programs may not always be available in the native languages of marginalized communities.
Offer training programs in multiple local languages to ensure better understanding and participation. The National Skill Development Corporation (NSDC) provides materials and conducts training sessions in various regional languages.
Limited access to digital tools and technologies: Marginalized communities may have less access to digital devices and the internet, which are increasingly important for modern skill development.
Provide affordable digital devices and internet access, along with digital literacy training. Government initiatives like Digital India aim to enhance digital infrastructure and accessibility for marginalized groups.
Gender and Inclusivity
Gender and inclusivity focus on ensuring that all individuals, regardless of gender or background, have equal opportunities to participate in skill development programs and access resources.
Key Initiatives:
Focus Area
Description
Impact/Example
Women’s Livelihood Skills
Skill development programs tailored to the specific needs and aspirations of women, including training in areas like tailoring, handicrafts, beauty care, and entrepreneurship.
Empowered over 1 million women through tailored training programs.
Bridging the Digital Divide
Providing access to computers, internet connectivity, and digital skills training in local languages to enhance women’s participation in the modern workforce.
Digital literacy training for over 500,000 women.
Safe Transportation and Supportive Infrastructure
Ensuring safe transportation to and from training centers and providing childcare facilities to encourage greater female participation.
Safe transport services and childcare facilities at training centers.
Gender Sensitization
Training providers and workplaces need to be sensitized to gender issues and create a more inclusive environment.
Conducted over 1,000 gender sensitization workshops.
Challenges and Solutions:
Challenges
Solutions
Gender disparity in enrollment: Women often have less access to skill development programs due to social and cultural barriers.
Promote gender-inclusive policies and provide incentives for women’s participation. For example, the Mahila Shakti Kendra scheme aims to increase women’s enrollment in vocational training by providing safe transport and childcare facilities.
Safety and mobility concerns: Women may face safety issues and lack of safe transportation options to attend training centers.
Ensure safe transportation and supportive infrastructure. Some initiatives provide dedicated transport services and set up childcare facilities at training centers to encourage female participation.
Lack of gender-sensitive training environments: Training centers may not be equipped to handle the specific needs of women, leading to a less inclusive environment.
Conduct gender sensitization workshops and create inclusive training environments. For instance, the Skill India program includes gender sensitization as part of the curriculum for trainers and staff.
Limited access to digital skills and technology: Women, especially in rural areas, may have less access to digital devices and the internet.
Provide access to digital devices and internet connectivity, and offer digital skills training in local languages. The Bridging the Digital Divide initiative has provided digital literacy training for over 500,000 women.
Societal norms and stereotypes: Traditional gender roles and societal expectations can restrict women’s participation in skill development programs.
Conduct awareness and sensitization campaigns to challenge societal norms and promote gender equality. Community outreach programs and media campaigns can help shift perceptions and encourage more women to join skill development programs.
Financial constraints: Women may lack the financial resources to pay for training programs or may not have control over household finances
Offer scholarships, subsidized courses, and stipends specifically for women. The National Skill Development Fund and other initiatives provide financial support to women learners.
Limited opportunities for employment post-training: Even after acquiring skills, women may face barriers in finding employment due to gender biases in the job market.
Create partnerships with industries to ensure job placements and promote women-friendly workplaces. Programs like the Women’s Livelihood Skills initiative have empowered over 1 million women through tailored training programs and job placement support.
Balancing training with household responsibilities: Women often have to manage household duties along with their training, which can be challenging.
Provide flexible training schedules and support services such as childcare. Flexible online courses through platforms like SWAYAM allow women to balance their training with other responsibilities.
Community and rural development refer to initiatives aimed at improving the living conditions, economic opportunities, and overall well-being of rural populations and communities.
Key Initiatives:
Focus Area
Description
Impact/Example
Community Needs Assessment
Designing skill development programs based on the specific needs and resources of the local community.
Needs assessments conducted in over 200 rural communities.
Livelihood Clusters
Developing skill development clusters in rural areas to create a supportive ecosystem for entrepreneurship and economic development.
Established 50 livelihood clusters in rural areas.
Challenges and Solutions:
Challenges
Solutions
Limited access to skill development centers: Many rural areas lack training facilities, making it difficult for residents to acquire new skills.
Establish more skill development centers in rural areas and deploy mobile training units. For example, the Pradhan Mantri Kaushal Vikas Yojana (PMKVY) has set up Pradhan Mantri Kaushal Kendras (PMKKs) to increase accessibility.
Lack of awareness about available skill development programs: Many rural residents are unaware of the opportunities for skill development.
Launch awareness campaigns and informational programs in schools and communities. The Skill India campaign regularly conducts outreach programs to promote vocational training.
Financial constraints: High costs of training programs can be a barrier for many in rural areas.
Provide financial assistance through scholarships, subsidized courses, and stipends. The National Skill Development Fund offers scholarships and financial support to deserving students.
Inadequate infrastructure and outdated equipment: Many training centers in rural areas lack modern facilities and equipment.
Upgrade infrastructure and invest in modern equipment to ensure high-quality training. Initiatives like the Skill Strengthening for Industrial Value Enhancement (STRIVE) program aim to improve the quality and market relevance of vocational training.
Shortage of qualified trainers: There is a significant shortage of skilled trainers in rural areas.
Develop certification programs and train-the-trainer initiatives to increase the number of qualified trainers. NSDC’s Training of Trainers (ToT) program has certified over 10,000 trainers across various sectors.
Gender disparity in skill development programs: Women in rural areas often have less access to training opportunities.
Promote gender-inclusive policies and provide incentives for women’s participation. Initiatives like the Mahila Shakti Kendra scheme aim to increase women’s enrollment in vocational training by providing safe transport and childcare facilities.
Difficulty in tracking the progress and impact of training programs: Lack of effective monitoring and evaluation mechanisms in rural areas.
Implement robust monitoring and evaluation frameworks to track the progress and impact of training programs. The Skills Acquisition and Knowledge Awareness for Livelihood Promotion (SANKALP) program focuses on improving the monitoring and evaluation of skill development initiatives.
Limited industry linkages: Rural training centers often have fewer connections with industry, reducing employment opportunities for trainees.
Foster partnerships between training centers and local industries to ensure relevant and up-to-date training programs. An example is the partnership between ITIs and local industries to provide apprenticeships and on-the-job training.
Conclusion
Skill development is vital for India’s economic growth and social empowerment. By focusing on vocational training, digital literacy, soft skills, entrepreneurship, lifelong learning, industry-specific training, education and academia, technological integration, community and rural development, and gender inclusivity, India can create a skilled workforce capable of meeting the demands of the global market and fostering inclusive growth. These initiatives not only enhance employability but also contribute to the overall development of individuals and communities, ensuring a brighter future for the nation.
The 14th Asia-Oceania Meteorological Satellite Users’ Conference (AOMSUC-14) will take place from December 4-6, 2024, in New Delhi.
AboutAOMSUC:
Details
What is it?
• It is a conference focused on the use of meteorological satellite data for weather forecasting, climate monitoring, and disaster risk management.
• First AOMSUC was held in Beijing, China in 2010.• Held annually across various locations in the Asia-Oceania region, becoming a significant event for meteorological satellite applications.
• Participants: WMO, NASA, ESA, JAXA, and other leading space organizations.
Aims and Provisions
• Collaboration: Facilitate regional cooperation in the use of satellite data.
• Weather & Climate Monitoring: Improve forecasting and monitoring of climate patterns.
• Disaster Management: Enhance early warning systems for extreme weather events.
• Capacity Building: Provide training, workshops, and knowledge-sharing opportunities for local meteorologists and satellite data users.
• Data Sharing: Promote satellite data sharing across countries.
Significance
• Regional Cooperation: Promotes stronger collaboration between Asia-Oceania countries, helping to address shared meteorological challenges.
• Improved Forecasting: Facilitates the improvement of satellite data usage for more accurate weather forecasts and better disaster risk reduction strategies.
Due to high October temperatures and shortages of di-ammonium phosphate (DAP) fertiliser, the planting of key Rabi (winter-spring) crops such as wheat, mustard, and chana (chickpea) has been slower than usual.
LowRabi Sowing this Year
The Rabi (winter-spring) season is key for crops like wheat, mustard, and chana.
Sowing began in October and continues through November-December.
As of November 8, 2024, sowing progress includes:
Wheat: 41.30 lakh hectares (down from 48.87 lakh hectares last year)
Mustard: 49.90 lakh hectares (down from 50.73 lakh hectares last year)
Chana: 24.57 lakh hectares (down from 27.42 lakh hectares last year)
Reasons Behind:
High October Temperatures: 0.68°C above normal temperatures delayed sowing and caused poor germination, especially in jeera and other spices.
Fertiliser Shortage: A shortage of DAP fertiliser hindered the timely planting of crops.
Delayed Start of Sowing: Farmers, particularly in Uttar Pradesh, began sowing later than usual (from October 20-22 instead of mid-October).
About Rabi Cropping Season in India:
Rabi crops are generally sown in mid-November, once the monsoon rainshave receded.
These crops grow using the rainwater that has percolated into the soil or with the help of irrigation systems.
The harvesting of Rabi crops generally occurs from April to May.
Major Rabi Crops:
Wheat: The largest and most important Rabi crop in India.
Barley: Grown mainly in North and Central India.
Mustard: An essential oilseed crop grown across various regions.
Sesame: Grown in many states but harvested early.
Peas: Harvested early, with a market peak from January to March (especially in February).
Agronomic Features:
Rabi crops rely heavily onirrigation and residual moisture from the previous monsoon season.
Excessivewinter rainfall can harm Rabi crops but benefits the kharif crops grown later.
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