Employment Patterns and Job Application Trends in India

This report presents findings from a 4.5-year observational survey of job application responses across 36 employment categories in India, conducted between 2019 and 2024. Data were aggregated from eight major recruitment platforms spanning the full range of India's digital hiring ecosystem, from formal white-collar portals to mobile-first vernacular applications. The survey documents patterns in applicant demographics, educational distribution, salary sensitivity, geographic mobility, and qualification overlap across approximately 500,000 responses. No causal interpretations are offered. The findings are presented for open discussion and independent analysis by researchers, economists, and policy analysts.