Engineering & Labor Market Intelligence
Empirical analyses of 460k+ live jobs, 17 ATS platforms, and global tech hiring dynamics.
Early Career Tech Hiring in 2026: New Grad and Internship Trends
Data analysis of 460k+ verified live tech postings reveals shifting entry-level hiring dynamics, graduation year patterns, and practical advice for candidates.
Best Job Portals for Freshers in India: 2026 Comparison
Compare Naukri, LinkedIn, Unstop, direct company career pages, and Employed to build a practical job-search system for freshers in India.
State of ATS Ingestion: Auditing 460,000+ Live Tech Roles
An empirical audit of 460,687 live jobs across 14,814 career targets on 17 ATS platforms, analyzing polling latency, drop rates, and real-time freshness.