Software engineering routine tasks are shifting to computer programs, leaving high-achieving college graduates in Virginia struggling to find entry-level roles. Employers now replace junior human talent with AI tools to handle baseline coding. This trend forces new developers to compete against automation for roles that previously served as professional gateways.