The AI Impact Timeline: What to Expect
The AI revolution for aerospace engineers unfolds in stages. By early 2026, junior engineers focused on routine analysis and documentation may face displacement. By mid-2028, expect approximately 40% of aerospace engineering tasks to be automated. The late stages, extending to 2030 and beyond, will see AI deeply integrated, with senior engineers possessing specialized expertise continuing to hold crucial roles.
The initial wave of AI impact, beginning as early as 2026, will primarily affect roles involving routine CAD work, computational fluid dynamics (CFD) simulations, and basic structural finite element analysis (FEA). AI-powered tools are rapidly automating these computational execution tasks, demanding a proactive response from engineers in these areas.
By mid-2028, the mid-wave of AI transformation will see around 40% of overall aerospace engineering tasks automated. This includes advanced AI optimization in design simulation and generative design capabilities. Furthermore, AI-enhanced product lifecycle management (PLM) systems will streamline technical documentation generation, further reshaping daily workflows.