Software engineering faces five critical uncertainties through 2026: junior developer hiring may collapse or expand as AI automates entry-level work; core programming skills could atrophy or become more essential for oversight; developer roles might shrink to auditing AI outputs or expand into orchestration; narrow specialists
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