Job descriptions, skill mentions, salary bands, campus drives — ingested and structured in real time.
From IITs to Tier-3 engineering colleges — the only dataset that covers the full supply curve.
Individual students are never identifiable. Partners see aggregates, cohorts, and trends.
See which skills are emerging in which regions, which colleges are producing the talent you want, and which roles are hardest to fill. Move from gut-feel campus hiring to evidence-led workforce planning.
Benchmark your placements against 1,000+ peer institutions. See employer demand by skill, role, and geography — then feed it back into your curriculum before the gap shows up on an NAAC report.
Anonymised, granular signal on where the skill-supply gap actually is. Ministry-ready dashboards covering graduate employability, regional demand, and skilling programme ROI.
Accelerators, skilling providers, edtech platforms, and NSDC partners — build your programmes against live demand data instead of last year's reports. API access available.
Which skills, roles, and industries are hiring this week, in which cities.
Live inventory of verified skills across our 1,000+ mapped colleges.
Compare your institution or portfolio against state and national medians.
Drill down to district level — Noida, Ghaziabad, Pune, Bangalore, Hyderabad, and expanding.
Early-warning signals when your curriculum diverges from what the market is paying for.
Student-level data never leaves our system unanonymised. Enterprise partners see aggregates, cohorts, and trends — never individuals.
The more of the ecosystem runs on NeoNeev AI, the sharper the intelligence. That's the moat.