Critical
Critical skill shortage — EV Diagnostics
Demand increased 38% while training capacity increased only 4% across Pune, Nashik and Aurangabad.
Automotive & EV · 6 districts
Alerts & Early Warning System
Automated warnings raised when demand, capacity, placement or curriculum signals cross department thresholds.
Critical
12
require action this week
Warning
28
monitor and plan
Information
43
signals to note
Alert Feed
Filter by severity to focus on what matters now.
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
Critical
Equipment shortfall — 14 EV centres
Battery diagnostic kits unavailable at 14 ITIs delivering EV technician batches this term.
Infrastructure readiness
Information
Employer consultation cycle due
Industry consultation data for BFSI is 14 days old and scheduled for refresh.
Data source freshness
Data Source Health
Alert reliability depends on source freshness.
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