Government of Andhra Pradesh
AP Workforce Intelligence Platform
Quikhyr Suite
Executive Briefing · APSSDC · Department of Skill Development

Real-time workforce intelligence for the 26 districts of Andhra Pradesh

Employability indices, demand-supply forecasts and placement outcomes — built for policy decisions, not recruiter pipelines.

Districts
26
Sectors
6
Data freshness
< 24 h
01 · Workforce Overview

State of the AP talent base

Single-source-of-truth counts powering all dashboards below.

+4.2% QoQ
Total Candidates
8.11 L
Census-mapped across AP
+6.8% QoQ
Employable Today
4.13 L
Index ≥ 70 / 100
−2.1% QoQ
Requiring Upskilling
2.65 L
Targeted by Naipunyam
+9.4% QoQ
Placement Ready
2.56 L
Cleared sector readiness gate

Workforce composition · last 12 months

Distribution by sector readiness

Software & AI72%
Hardware & Semiconductor38%
Heavy Industry & Energy61%
Construction & Logistics54%
Healthcare66%
Hospitality & Gig48%
02 · Employability Intelligence

AI-derived indices for state-level policy

Composite scores computed across 4.1 lakh micro-assessments and live employer signals.

AI Employability Score
+3.2 vs Q1
71/100
Weighted across skills, certifications, experience and aptitude
Industry Demand Alignment
+5.1 pts
68%
Share of registered talent matched to active employer demand
Placement Probability
+2.4 pts
58%
6-month forward placement odds for placement-ready cohort
Skill Readiness Index
+4.0 pts
74/100
Proficiency vs in-demand role requirement matrix

Employability score distribution

Score components · state average

Technical proficiency68/100
Communication62/100
Domain knowledge71/100
Certifications58/100
Work experience65/100
Aptitude74/100

Placement probability — 6-month forecast

03 · Skill Gap Analytics

Where the state must invest next

District shortages, sector demand forecasts and emerging skill signals.

Top 10 districts by upskilling shortfall

Sector demand vs supply · 12-mo forecast

Emerging skills · fastest-growing demand signals

Generative AI Engineering
+248%
Anchors: Google AI DC, Reliance Jio AI
Cleanroom Wafer Operations
+192%
Anchors: ISM Tarluvada Fab
TOPCon Solar Cell Process
+174%
Anchors: ReNew, PVV Infra, Tata Power
Cathode Coating (NMC)
+158%
Anchors: NPSPL Chittoor
Liquid-Cooling HVAC
+141%
Anchors: Tillman DC, Google AI DC
6G Structural Welding
+128%
Anchors: AMNS Anakapalli
EV Powertrain (BMS / CAN)
+119%
Anchors: Greaves, Ola Krishna
LLM Prompt Engineering
+112%
Anchors: APSSDC × Quikhyr Fellowship
04 · Workforce Dashboard

District, sector and training outcomes

Operational view for APSSDC, district collectors and policy reviewers.

District comparison

Readiness × Placement rate · all 26 districts

Sector outcomes · placements & fill rate

Software & AI
10,472 placed · fill rate 45%
Hardware & Semiconductor
6,399 placed · fill rate 28%
Heavy Industry & Energy
9,512 placed · fill rate 39%
Construction & Logistics
7,341 placed · fill rate 46%
Healthcare
3,472 placed · fill rate 43%
Hospitality & Gig
5,766 placed · fill rate 61%

Training effectiveness · by partner

PartnerEnrolledCompletedPlacedPlacement rate
APSSDC Centres1,84,0001,42,00096,400
67.9%
NSDC Sector Councils96,00078,40051,200
65.3%
NPTEL / IIT-M42,00031,80022,100
69.5%
Tata STRIVE × ITI38,00030,40021,800
71.7%
Quikhyr AI Fellowship12,40010,1008,400
83.2%
© Government of Andhra Pradesh · Department of Skill Development, Entrepreneurship & InnovationPowered by APSSDC × Quikhyr Workforce Intelligence Engine