Employers in Virginia are replacing routine software engineering tasks with AI programs. This shift leaves high-achieving college graduates struggling to find entry-level roles in high-tech sectors. The trend reflects a broader industry move toward automation for basic coding. Practitioners must now demonstrate higher-level architectural skills to remain competitive against automated tools.