Factual Report on PM-DAKSH

1. At a Glance

• PM-DAKSH is a Central Sector Scheme of the Ministry of Social Justice & Empowerment (MoSJE). It was launched in 2020-21 to give skill training to SC, OBC, EWS, De-notified Tribes (DNTs) and Safai Karamcharis including Waste Pickers, aimed at both self-employment and wage-employment [1].
• It is a targeted, caste- and occupation-based skilling layer built on the general PMKVY system of MSDE. From 2024-25 it was subsumed under PMKVY to avoid duplication [1].
• UPSC relevance: welfare schemes for vulnerable sections (GS-II), skill development and employment (GS-III), and scheme rationalisation and convergence, a recurring governance theme.

2. Why in the News

• 22 Oct 2026: PIB (MoSJE) issued a "Factual Report on PM-DAKSH". It gave cumulative training and placement numbers for 2020-21 to 2023-24, findings of an evaluation study, and a restatement of the merger with PMKVY from 2024-25 [1].
• Expenditure above allocation: ₹309.5 crore was spent against ₹276.47 crore allotted for 2020-21 to 2023-24 [1].

3. Background & Evolution

• Rationale: give marginalised groups skilling that leads to jobs, plus credit support (loans and handholding) from the three DoSJE finance corporations [1].
• Chronology:
• 2020-21: scheme launched as a Central Sector Scheme [1].
• 7 Aug 2021: PM-DAKSH Portal and Mobile App launched by Union Minister Dr. Virendra Kumar. They were built by MoSJE with NeGD (National e-Governance Division) and offer registration, document upload and information on nearby trainings [2][3].
• 2021-22 to 2025-26 (original plan): target of about 2.71 lakh beneficiaries with an outlay of ₹450.25 crore [5].
• 2023-24 to 2025-26 (revised plan): target of 1,69,300 trainees with an outlay of ₹286.42 crore [4].
• 2024-25 onwards: merged with / subsumed under PMKVY of MSDE [1].

• Oct 2026: factual report and evaluation findings released [1].

• Related earlier initiatives: the skilling and loan schemes run by NSFDC, NBCFDC and NSKFDC. PM-DAKSH was described as an "additionality to PMKVY" [1].

4. Core Static Facts

Parameter	Fact
Full form	Pradhan Mantri Dakshata Aur Kushalta Sampann Hitgrahi [1]
Type	Central Sector Scheme (100% Centre-funded; not Centrally Sponsored) [1]
Ministry / Dept	MoSJE, Department of Social Justice & Empowerment (DoSJE) [1]
Implementing agencies	NSFDC (SCs), NBCFDC (OBC/EWS/DNT), NSKFDC (Safai Karamcharis incl. Waste Pickers) [1][5]
Target groups	SC, OBC, EWS, DNTs, Safai Karamcharis incl. Waste Pickers [1]
Age eligibility	18–45 years [5]
Income ceiling	OBC below ₹3 lakh; EBC below ₹1 lakh; no income limit for SC, Safai Karamcharis, DNT [5]
Training providers	Institutes empanelled under PMKVY (MSDE) [1]
Job roles	Taken from the Skill India Digital Hub (SIDH) portal [1]
Fund flow	DoSJE → Corporations → reimburse institutes per guidelines and Work Order [1]
Placement condition	At least 70% of trained candidates placed (wage or self-employment). If not met, the 3rd instalment (30% of training cost) is forfeited [1]
Stipend (non-residential STT/LTT)	₹1,500/month for SC and Safai Karamcharis; ₹1,000/month for OBC/EBC/DNT [5]
Upskilling wage compensation	₹2,500 per candidate in general; ₹500 per candidate for Safai Karamcharis [5]
Allotted vs spent (2020-21 to 2023-24)	₹276.47 cr allotted; ₹309.5 cr spent [1]
Trained / placed (2020-21 to 2023-24)	1,87,305 trained / 96,162 placed [1]
Digital interface	pmdaksh.dosje.gov.in plus a mobile app (with NeGD) [2][3]

5. Multi-Dimensional Analysis

Economic

• Overall placement works out to about 51% (96,162 ÷ 1,87,305; my calculation from [1]). That is well below the 70% institute-level requirement [1], which suggests weak wage-employment results across the scheme or forfeitures at many institutes.
• Spending of ₹309.5 cr against ₹276.47 cr allotted, about 12% more (calculated from [1]), means demand or committed liabilities exceeded the budget.
• Loans from the corporations link skilling to entrepreneurship and credit, not just wage jobs [1].

Social

• Covers groups often missed by mainstream skilling, including DNTs and waste pickers [1].
• The evaluation reports non-material gains such as confidence, self-esteem and social recognition, "particularly among women and marginalised groups" [1].
• No income ceiling for SCs, Safai Karamcharis and DNTs reflects disadvantage based on caste and occupation, not just income [5].

Governance / Administrative

• Outcome-linked financing: 30% of the cost is held back until placement, an early form of results-based payment [1].
• Convergence: the merger into PMKVY removes duplication, since the same SIDH job roles and the same empanelled institutes were used [1]. This fits the wider drive to rationalise Central schemes.
• Digital attendance (face and eye scanning) through the portal is meant to reduce ghost beneficiaries [3].

Evaluation / Sustainability

• More than 90% of beneficiaries reported that training matched their career goals and local labour-market needs [1].
• Most beneficiaries keep using their skills and reinvest in their development [1]. However, these are self-reported perception measures, not verified income data.

Critique (analytical)

• When targeted schemes are folded into general ones, there is a risk of losing group-specific features such as differential stipends and corporation-led loan support. The merger design needs to protect these.
• A placement gap of about 51% achieved versus 70% required calls for third-party tracking of how long jobs last, not just placement at a single point.

6. Recent Developments (last 12–18 months)

• Dec 2025: PIB reply confirms the decision to merge PM-DAKSH with PMKVY for 2024-25 onwards [5].
• Feb 2026: PIB reply repeats the 70% placement requirement for short-term training courses [5].
• Mar 2026: PIB reports cumulative beneficiaries trained as 1,87,305 [5].
• 22 Oct 2026: Factual Report covering expenditure, training and placement figures, evaluation results, and the rationale for the merger [1].

7. Prelims Hooks

• PM-DAKSH is a Central Sector Scheme, not a Centrally Sponsored Scheme [1].
• Launched in 2020-21 by MoSJE (DoSJE) [1].
• Implemented through three corporations: NSFDC, NBCFDC, NSKFDC [1].
• NSKFDC handles Safai Karamcharis including Waste Pickers [5].
• Training is given through institutes empanelled under PMKVY of MSDE [1].
• 70% placement is required, otherwise the 3rd instalment of 30% of training cost is forfeited [1].
• Job roles come from the Skill India Digital Hub (SIDH) [1].
• Eligible age is 18–45 years [5].
• No income limit for SC, Safai Karamcharis and DNT beneficiaries [5].
• Stipend is ₹1,500/month for SC and Safai Karamcharis and ₹1,000/month for OBC/EBC/DNT [5].
• PM-DAKSH portal and app launched on 7 August 2021, developed with NeGD [2][3].
• From 2020-21 to 2023-24: 1,87,305 trained, 96,162 placed [1].
• Subsumed under PMKVY from 2024-25 [1].

8. Why the 51% Placement Figure Is Both Better and Worse Than It Looks

• Placements arrive months after training ends, so recent batches pull the number down
• In March 2022, about 74,000 people had been trained but only 17,350 placed, roughly 23% [5].
• For the 2020-21 batch, 32,097 trainees began and 24,652 were placed by July 2023, about 77% (my calculation) [5].

• So older batches cross the 70% bar once they have had time to find jobs. The 51% total mixes these older batches with newer ones that are still looking for work.

• Even at 51%, PM-DAKSH does better than its parent scheme

• The CAG (Comptroller and Auditor General, India's top government auditor) found that only 41% of people certified under PMKVY 1.0–3.0 short-term training and special projects were placed (23.18 lakh of 56.14 lakh) [7].
• A Parliamentary Standing Committee found only 23% placement under PMKVY 2.0 and 8% under PMKVY 3.0 [10].

• PM-DAKSH is now merging into a scheme with a weaker placement record than its own.

• But nobody has checked whether the placements are real

• PM-DAKSH uses the same PMKVY-empanelled institutes [1].
• In those institutes the CAG found the same photos used as proof for different trainings. In Kerala, training partners submitted false placement documents [7].

• The institute is paid its last 30% only after placement [1]. That gives it a reason to report a placement that never happened, unless someone checks.

• "Placed" says nothing about how long the job lasted or what it paid

• The PM-DAKSH evaluation reports more than 90% satisfaction and better confidence [1]. These are trainees' own opinions, not income records.
• Compare the government's study of PMKVY 4.0 by AJNIFM (a Ministry of Finance institute). It measured the share of trainees in work before and after training: employed or self-employed rose from 26.6% to 45.4% [9].
• A before-and-after measure like this is stronger evidence than a one-time placement count.

9. The Budget Lines Do Not Match the Overspending Story

• The 'overspending' is measured against a target that had already been cut
• The original plan was ₹450.25 crore for 2.71 lakh people. It was later cut to ₹286.42 crore for 1,69,300 trainees [4][5].

• Spending ₹309.5 crore against ₹276.47 crore allotted [1] is 'more than the budget' only because the budget had already been reduced.

• Actual yearly spending was low

• Actual spending in 2023-24 was only ₹58.34 crore [6].
• For 2024-25, the BE (Budget Estimate, the amount promised in February) was ₹130 crore. The RE (Revised Estimate, the mid-year correction) cut it to ₹80 crore [6].

• When the revised figure falls this much, it usually means fewer trainees enrolled, or institutes were paid late.

• The scheme still has its own budget line after the 'merger'

• PM-DAKSH was 'subsumed under PMKVY from 2024-25' [1]. Yet the 2025-26 budget still shows ₹130 crore for it under DoSJE [6].
• So MoSJE still holds the money while training runs through PMKVY. For Mains, describe this as a merger of how the scheme is delivered. The scheme has not been abolished.
• This also explains why PIB still called it ongoing in Feb 2026 [5].

10. Should a Caste-Targeted Scheme Be Folded Into PMKVY?

• The strongest case FOR the merger
• PM-DAKSH already used PMKVY's institutes and the job-role list from the Skill India Digital Hub (SIDH) [1]. Running two separate systems meant extra paperwork with no extra training.
• After the CAG audit, MSDE says PMKVY 4.0 now has Aadhaar-checked e-KYC (identity verification) and tracks each trainee for one year after certification through SIDH [7].

• PM-DAKSH alone could not afford that kind of tracking. Through the merger it gets it at no extra cost.

• The strongest case AGAINST the merger

• The CAG found PMKVY chose job roles without studying local skill gaps or employer demand. It also found about 40% of all certifications were in just 10 job roles [7].
• A waste picker or a DNT youth would be trained in whatever roles the general system offers. Nobody would design the roles around their situation.
• Only 13% of PMKVY training batches since 2018 met the Aadhaar-attendance rule. 24 of 86 centres checked had no working biometric devices [8]. PM-DAKSH's face and eye attendance system [3] only helps if the parent system actually uses it.

• The higher stipends for SCs and Safai Karamcharis, and the loans from the three corporations [5][1], have no equivalent in PMKVY.

• Weighing the two sides

• The merger is right about training delivery. Running two parallel systems through the same institutes made little sense.
• Critics are right that PMKVY's weak points, such as job roles chosen without studying demand and attendance rules that are not enforced, now become PM-DAKSH's weak points too.
• The merger can work only if the targeted extras (stipend, loans, separate data for each group) stay with MoSJE. The surviving budget line [6] suggests the government intends this, but nothing published yet confirms it.

11. Skilling Sanitation Workers Can Trap Them in the Same Work

• Upskilling pays Safai Karamcharis one-fifth of the general rate
• Wage compensation for upskilling is ₹2,500 per candidate in general, but ₹500 for Safai Karamcharis [5].
• Upskilling improves the work a person already does. For a sanitation worker, it can keep them in sanitation work.

• The scheme's published data does not separate upskilling from fresh training in a new trade [1]. So we cannot tell how many workers actually changed occupation.

• Why this matters for the 2013 Manual Scavengers Act and NAMASTE

• The goal of rehabilitation is to take people out of caste-linked work. Making them better at that work does not meet this goal.
• Mains answers on Q3 in the note should ask one question: did PM-DAKSH move sanitation workers into new trades? Better-trained sanitation workers are not the same outcome. No public data yet answers this.

12. What MoSJE and MSDE Should Fix Now

• MSDE should publish SIDH tracking data for each target group
• PMKVY 4.0 already tracks trainees for one year after certification [7].

• Breaking that data down into SC, OBC, DNT and Safai Karamchari would show whether the merger helped or hurt these groups.

• MoSJE should run a before-and-after study, not a satisfaction survey

• The PM-DAKSH evaluation relied on what trainees said about themselves [1].

• Use the AJNIFM method from PMKVY 4.0 instead: compare employment and income before and after training [9].

• The three corporations should check placements themselves before paying the last 30%

• The CAG found false placement papers in PMKVY [7]. A phone call or a check of EPFO records (EPFO is the provident fund body that records formal jobs) costs little compared with a forfeited instalment.

• Copy the employer-first model already used by the PM-DAKSH-DEPwD variant

• The disability version of PM-DAKSH tied up with e-commerce companies like Amazon on a Recruit-Train-Deploy model. The employer hires first, then trains [11].
• The Parliamentary Standing Committee on Social Justice recommended closer links with industry and regional training hubs [11].
• The same approach for waste pickers and DNTs would fix PMKVY's main fault: training people for jobs no employer asked for [7].

13. Anchors for Answers

• Data: 1,87,305 trained, 96,162 placed (about 51%) under PM-DAKSH, 2020-21 to 2023-24 [1]; compare 41% placement in PMKVY 1.0–3.0 [7]
• Data: PM-DAKSH actual spending ₹58.34 cr in 2023-24; 2024-25 BE ₹130 cr cut to RE ₹80 cr [6]
• Data: PMKVY 4.0 trainees employed or self-employed rose from 26.6% before training to 45.4% after (AJNIFM study) [9]
• Report/Committee: CAG Report No. 20 of 2025, Performance Audit of PMKVY (job roles chosen without skill-gap study; only 13% Aadhaar-attendance compliance) [7][8]
• Report/Committee: Standing Committee on Labour report on PMKVY implementation (23% placement in PMKVY 2.0, 8% in 3.0) [10]; Standing Committee on Social Justice and Empowerment, 2nd Report 2024-25 (industry tie-ups, Recruit-Train-Deploy) [11]
• Law/Case: Prohibition of Employment as Manual Scavengers and their Rehabilitation Act, 2013, whose test of rehabilitation is moving people out of the occupation
• Comparison: PM-DAKSH-DEPwD's employer-first Recruit-Train-Deploy model with e-commerce firms, compared with PMKVY's train-first model [11]
• Scheme: PMKVY 4.0 with SIDH one-year tracking, the parent system PM-DAKSH now depends on [7]; NAMASTE, for moving sanitation workers into new work

14. Mains Relevance

• GS-II: welfare schemes for vulnerable sections of the population and their performance; government policies and interventions; issues in their design and implementation.
• GS-III: inclusive growth; employment; human resource development / skilling.
• GS-IV (optional angle): dignity of labour for Safai Karamcharis; equity in public service delivery.
• Question stems: 1. Targeted skilling schemes for marginalised communities often run in parallel with general schemes. Evaluate the rationale and risks of subsuming PM-DAKSH under PMKVY. (15 marks) 2. Outcome-linked financing can improve the employability results of skill development programmes. Discuss with reference to recent schemes for SCs, OBCs and Safai Karamcharis. (10 marks) 3. Skilling alone cannot break caste-based occupational segregation. Critically examine in the context of sanitation workers and waste pickers. (15 marks)

15. Related Topics to Study Next

• PMKVY 4.0 and the Skill India Digital Hub (SIDH): the parent scheme PM-DAKSH was merged into, and the platform its job roles came from.
• NAMASTE Scheme: MoSJE's scheme on sanitation workers' safety and dignity; it overlaps with NSKFDC's role.
• SMILE Scheme: livelihood support for marginalised individuals, including transgender persons and people engaged in begging.
• SEED Scheme: economic empowerment of DNTs, the same target group.
• PM-AJAY: integrated development scheme for SCs; part of SC-targeted convergence.
• Prohibition of Employment as Manual Scavengers and their Rehabilitation Act, 2013: the legal basis for rehabilitating Safai Karamcharis.
• National Commission for Safai Karamcharis / NCSC: the oversight bodies for the target groups.
• Rationalisation of Centrally Sponsored and Central Sector Schemes: the broader convergence trend.

16. NCERT Concepts to Revise

• Centrally sponsored schemes (Economy): Note stresses PM-DAKSH is a Central Sector Scheme, not Centrally Sponsored; this contrast is a classic prelims trap.
• Prohibition of Employment as Manual Scavengers and their Rehabilitation Act 2013 (Polity): Its test of rehabilitation, moving people out of sanitation work, frames the note's critique of skilling Safai Karamcharis.
• National Commission for Safai Karamcharis (Polity): Oversight body for Safai Karamcharis, one of PM-DAKSH's target groups, listed for further study.
• Comptroller and Auditor General (Polity): CAG's audit of PMKVY, the parent scheme, exposed false placements and weak job-role selection.
• Skill gap (Economy): CAG faulted PMKVY for choosing job roles without studying skill gaps or employer demand.
• Inclusive growth (Economy): Targeted skilling for SC, OBC, DNT and waste pickers is a GS-III inclusive growth theme.

17. Common Errors / Trap Areas

• Wrong ministry: the scheme belongs to MoSJE, not MSDE, even though it uses PMKVY institutes and SIDH job roles [1].
• Scheme type: it is a Central Sector Scheme, not Centrally Sponsored [1].
• Placement maths: the 70% requirement applies per institute and is tied to the 30% third instalment. The actual overall placement figure was about 51% (calculated from [1]).
• Target confusion: the original plan was 2.71 lakh beneficiaries at ₹450.25 cr for 2021-26. The revised plan was 1,69,300 at ₹286.42 cr for 2023-26 [4][5]. Do not mix them up.
• Spelling of the name: official releases use both "Kushalta Sampann" and "Kushalata Sampanna" [1][5]. The acronym DAKSH is what matters.
• Status: PIB still described the scheme as ongoing in Feb 2026, even though the merger took effect from 2024-25 [5]. Treat merged from 2024-25 as the official position [1].