hiring-trends

Data from 4,800 career switchers reveals which professional backgrounds transition into AI roles most successfully, how long it takes, and which skills to prioritize during the transition.

An analysis of 85,000+ AI job postings from Q2 2026 reveals shifting hiring patterns, geographic redistribution, and the emergence of new role categories across the industry.

Headlines claim an acute AI talent shortage. But what do the actual supply and demand numbers show? We dig into graduation data, bootcamp output, career-switcher pipelines, and immigration flows.