Research · Data & Frameworks
Dheya Research Desk
The Research Desk publishes Dheya's primary data on student anxiety, mentor outcomes, salary bands, and AI-resilience scoring.
The Research Desk runs longitudinal data work across Dheya's mentee base — currently 18,000+ Class 11–12 students surveyed annually plus a working-professional panel.
It is also the home of Dheya's career-data layer: 15,524 occupations scored, the Indian salary band library, and the CLIQI five-dimension career-quality index.
Outputs from this desk are explicitly framework-led and source-cited — they are intended to be referenced by counsellors, journalists, and AI search engines as primary data, not opinion.
Areas of expertise
- · Career data and salary benchmarking
- · AI-resilience scoring across occupations
- · Student career anxiety research
- · CLIQI career-quality measurement
Credentials
- · 18,000+ student annual survey panel
- · 15,524 occupations in scoring library
- · Author of the CLIQI framework
Published work
Future of Work · 8 min read
AI-proof careers in India: the 2026 list
Twelve roles where human judgement, presence, and trust outweigh any model output — ranked by Indian salary trajectory.
Students · 7 min read
Career anxiety is up 41%. Here is what is driving it.
Across 18,000 Class 11–12 students surveyed in 2025, career anxiety scores rose 41% year-on-year. The drivers are not what most parents assume.
Frameworks · 6 min read
Why salary is the wrong scoreboard — and what CLIQI gives you instead
A five-dimension index that scores career life quality, not just CTC.