Restructurings and AI are making entry-level work more efficient, but managers realize a lot is lost when people don’t get practice.

The disappearance of routine tasks once considered tedious is leaving a gap in on-the-job training. Young professionals miss out on foundational skills built through repetition and oversight.

Companies like Apple and Tesla are rethinking workflows as automation accelerates. Managers at firms including Goldman Sachs report that while productivity rises, mentoring opportunities decline.

In cities such as New York and San Francisco, entry-level workers struggle to gain the hands-on experience that historically bridged academic learning and professional roles.

Experts suggest blending AI efficiency with structured apprenticeships to preserve skill development.