AI is absorbing the entry-level work that used to build your next leaders
The News
Writing in UNLEASH, Kaelyn Lowmaster, a Director Analyst in Gartner's HR practice, warns that the low-level tasks AI is now absorbing are often the same tasks that used to train junior employees into senior ones. One in five managers reports a decreased need for junior employees because of AI, and Gartner research finds 60% of employees already report insufficient on-the-job coaching and skills development. Only 8% of HR leaders say their organisation is prepared to manage a blended human-and-machine workforce, even though nine in ten expect AI to feature in their talent strategies before 2028.
Why It Matters
This is a succession problem wearing a productivity costume. Automate the entry-level work that produced your mid-level managers and you save headcount now, then buy a costlier problem later: key-person dependencies and premium prices for experienced external hires. Lowmaster's early-warning signals — falling entry-level hiring while senior vacancies take longer to fill — are cheap to track and will tell you whether your own pipeline is quietly breaking before it becomes expensive.
Taking Action
All action is situated in your corporate context. These are starting points, not prescriptions — choose what fits.
Connect
Who to talk with in your enterprise
Your talent management and L&D leads, plus whoever owns workforce planning. Talking points: before any hiring freeze or AI-driven headcount restraint, confirm the productivity gains are actually realised; protect deliberate learning capacity by separating early AI experimentation from formal appraisal; and agree who owns role redesign as a repeatable process rather than a one-off project.
Inspect
What to take a closer look at
Pull four numbers: year-over-year change in entry-level hires, your internal promotion rate, average time-to-fill for senior vacancies, and the ratio of entry-level to senior hires. If entry-level hiring is falling while senior roles sit open longer, that is an early signal of a weakening pipeline.
Reflect
What to think about more deeply
What if the entry-level roles you are automating away were the apprenticeship your senior team got for free?