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Jared Reyes shares insights from 10 years of engineering data in big tech, covering AI growth, retention trends, hiring patterns, and the impact of open source, using empirical data from SignalFire's machine learning-driven analysis.
00:00 Introduction & Speaker Background
01:06 Methodology: SignalFire Data & ML
02:10 AI Engineer Growth Trends
03:45 Engineering Retention Decline
04:41 Engineering Unemployment & Job Markets
06:36 Early Career & College Grad Hiring
07:38 Is FAANG Still Special?
08:24 Non-Traditional Hiring & Diversity
09:09 Company Growth & AI Investment
09:46 Retention & Open Source Correlation
10:22 Closing & Data Access