01Critical
EV technician capacity is insufficient in Pune
- Required
- 2,450 seats
- Current
- 1,200 seats
- Gap
- 1,250 seats
Action: Increase training capacity
Maharashtra Skill Intelligence Dashboard
Evidence-based insights for aligning training capacity, curricula and workforce development with industry demand.
Filters
Active Job Demand
2.84 Lakh+18.6%
vs previous quarter
Critical Skill Gaps
127+12
new gaps this quarter
Courses Aligned
68%+9.4%
curricula aligned with demand
Placement Rate
74.8%+6.2%
statewide average
Employer Satisfaction
82%+4.8%
validated employers
Training Capacity Gap
41,200
additional seats required
Courses at Risk
34
low demand / outdated
Emerging Skills
46
requiring curriculum action
Industry Demand vs Training Capacity
Quarterly comparison of employer demand signals against sanctioned and delivered training capacity.
Capacity deficit ~18%
- Industry Demand
- Training Capacity
- Capacity deficit
Capacity deficit detected: demand exceeds available training capacity by approximately 18% in priority occupations, concentrated in EV, AI/ML and semiconductor roles.
What needs attention today?
Prioritised insights generated from demand signals, placement outcomes and capacity audits.
02High
AI/ML curriculum coverage is below industry requirements
- Industry demand
- Very High
- Current coverage
- 31%
- Employers flagged
- 67
Action: Curriculum revision
03Medium
Data Entry courses show signs of oversupply
- Demand
- -18%
- Placement
- 34%
- Active learners
- 5,800
Action: Reduce intake / redesign course
04High
Semiconductor technician pipeline has no state capacity
- Demand growth
- +29%
- Seats available
- 260
- Centres equipped
- 3
Action: Establish new centres of excellence
Maharashtra District Intelligence
Demand-supply intensity by district. Select a district to open its training plan.
- Critical shortage
- Moderate shortage
- Balanced
- Oversupply
Hover a district · showing
Pune
Western Maharashtra
- Job demand
- 42,800
- Training capacity
- 31,200
- Gap
- -11,600
- Placement rate
- 81%
- Top skill
- Full Stack Development
- Demand growth
- +26%
Demand by Sector
Job openings against available training capacity, current quarter.
| Sector | Demand | Growth | Capacity | Gap |
|---|---|---|---|---|
| IT & Software | 68,400 | +24% | 51,200 | -17,200 |
| Manufacturing | 54,200 | +17% | 46,800 | -7,400 |
| Healthcare | 42,800 | +21% | 31,900 | -10,900 |
| Automotive & EV | 31,500 | +15% | 21,400 | -10,100 |
| Electronics | 27,900 | +29% | 16,200 | -11,700 |
| Logistics | 24,600 | +12% | 20,800 | -3,800 |
| Construction | 21,300 | +8% | 19,600 | -1,700 |
| Renewable Energy | 18,700 | +26% | 11,400 | -7,300 |
| BFSI | 16,900 | +11% | 15,800 | -1,100 |
| Retail & E-commerce | 14,200 | +9% | 17,900 | 3,700 |
Course-to-Industry Alignment
Share of active courses by alignment with employer demand.
- Strongly Aligned42%
- Partially Aligned26%
- Misaligned21%
- Obsolete11%
32% of active courses require curriculum intervention based on current employer demand.
Critical Skill Gaps
Skills where employer demand materially exceeds the trained talent pipeline.
| Recommended action | |||||||
|---|---|---|---|---|---|---|---|
| AI/ML Engineering | IT & Software | 12,800 | 5,200 | -7,600 | +44% | Critical | Add AI/ML specialisation to 26 centres |
| EV Diagnostics | Automotive & EV | 8,400 | 3,100 | -5,300 | +38% | Critical | Expand seats + procure diagnostic kits |
| Industrial Automation | Manufacturing | 9,800 | 5,700 | -4,100 | +22% | High | Upgrade PLC labs in 18 ITIs |
| Cloud Computing | IT & Software | 14,200 | 10,800 | -3,400 | +27% | High | Embed cloud module across IT courses |
| Solar PV Installation | Renewable Energy | 7,200 | 4,900 | -2,300 | +26% | Medium | Add rooftop PV practicals |
| Semiconductor Assembly & Test | Electronics | 4,100 | 900 | -3,200 | +29% | Critical | Establish 3 centres of excellence |
| Cybersecurity Operations | IT & Software | 6,300 | 3,600 | -2,700 | +31% | High | Introduce SOC analyst pathway |
| Data Analytics | BFSI | 9,100 | 6,900 | -2,200 | +19% | Medium | Strengthen SQL and BI modules |
Showing 1–8 of 12
1 / 2
Fastest Growing Occupations
Occupations ranked by 12-month demand growth and pipeline shortfall.
| AI/ML Engineer | 12,800 | ▲ 44% | ₹92,000 | NSQF 7 | 5,200 | -7,600 | Severe shortage |
| EV Service Technician | 8,400 | ▲ 38% | ₹31,000 | NSQF 4 | 3,100 | -5,300 | Severe shortage |
| Solar PV Technician | 7,200 | ▲ 26% | ₹26,500 | NSQF 4 | 4,900 | -2,300 | Shortage |
| Industrial Automation Technician | 9,800 | ▲ 22% | ₹34,500 | NSQF 5 | 5,700 | -4,100 | Shortage |
| Data Analyst | 9,100 | ▲ 19% | ₹48,000 | NSQF 6 | 6,900 | -2,200 | Shortage |
| Full Stack Developer | 15,600 | ▲ 17% | ₹62,000 | NSQF 6 | 12,800 | -2,800 | Watch |
| CNC Machine Operator | 6,800 | ▲ 10% | ₹24,500 | NSQF 4 | 5,900 | -900 | Balanced |
| Healthcare Assistant | 11,400 | ▲ 21% | ₹21,500 | NSQF 3 | 9,100 | -2,300 | Shortage |
Showing 1–8 of 10
1 / 2
Course Health Monitor
Health status of active courses based on demand, enrolment, placement and alignment. Select a course for detail.
| Full Stack Development | IT & Software | High | 2,400 | 82% | 72% | Healthy |
| Advanced EV Technician | Automotive & EV | Very High | 620 | 88% | 64% | Emerging Opportunity |
| Data Entry Operator | IT enabled services | Low | 5,800 | 34% | 28% | Oversupplied |
| Basic Computer Operator | IT enabled services | Low | 4,200 | 41% | 37% | Needs Revision |
| Solar Technician | Renewable Energy | High | 830 | 79% | 74% | Healthy |
| Industrial Automation & PLC | Manufacturing | High | 1,450 | 76% | 69% | Needs Revision |
| General Duty Assistant | Healthcare | High | 3,100 | 71% | 66% | Healthy |
| CNC Machine Operator | Manufacturing | Moderate | 2,050 | 68% | 71% | Healthy |
Showing 1–8 of 12
1 / 2
Alerts & Early Warning
12 critical · 28 warning · 43 information
Critical
Critical skill shortage — EV Diagnostics
Demand increased 38% while training capacity increased only 4% across Pune, Nashik and Aurangabad.
Automotive & EV · 6 districts
Warning
Course oversupply — Data Entry Operator
Enrolment exceeds estimated market demand by 2.1x; placement rate is 34% statewide.
IT enabled services · 21 districts
Warning
Trainer gap — AI/ML programmes
Pune requires 8 additional certified trainers to meet approved batch schedules.
Pune · Mumbai Suburban
Information
Emerging technology — Semiconductor Technician
Demand has increased 29% over the last two quarters following new fab investment announcements.
Electronics · Pune · Raigad
Policy Recommendations
Evidence-based recommendations awaiting departmental decision.
Recommendation 01Critical
Increase EV Technician training capacity in Pune
Increase seats by 1,250 across 14 centres
View evidenceRecommendation 02High
Revise Data Entry Operator curriculum
Merge / replace with Digital Operations course
View evidenceRecommendation 03Critical
Add AI/ML specialisation to 26 IT centres
Introduce specialisation + procure GPU labs
View evidenceRecommendation 04Critical
Establish semiconductor centres of excellence in Pune and Raigad
Create 3 centres with 900 seats
View evidenceData Sources
Intelligence sources powering the platform. All values in this prototype are illustrative demo data.
10 sources
Job Posting Signals
Live sync
Employer Surveys
Updated 2 days ago
Industry Consultations
Updated 14 days ago
Placement Outcomes
Updated 7 days ago
Course Enrolment Data
Updated 1 day ago
Training Centre Capacity
Updated 3 days ago
Sector Growth Data
Updated 5 days ago
Emerging Technology Trends
Updated 2 days ago
Qualification Frameworks (NSQF)
Updated 21 days ago
District Employment Data
Updated 9 days ago