Entry-level hiring just fell 80%. Your senior pipeline is already dead.

Entry-level hiring at AI-adopting companies collapsed 80% per quarter since 2023.

Harvard just published the numbers.
66 million workers. 280,000 firms.
The bottom rung of every career ladder is gone.

Stanford confirmed it with ADP payroll data.
Software developer employment for ages 22-25 fell 20% since late 2022.
Customer service reps down 13%.
The junior share of tech hiring dropped from 15% to 7%.

Here's what makes this structural, not cyclical:
Senior employment at the same firms grew.
Companies aren't cutting everyone.
They're cutting the bottom and keeping the top.

And they're not backfilling with harder work.
Harvard found zero evidence that entry-level workers are being moved into more complex responsibilities.
The roles are just being eliminated.

The CS graduate unemployment rate hit 6.1%.
Overall recent grad unemployment: 4.8%.
47% of college students have considered switching majors.

This is not a recession correction.
This is the on-ramp being deleted while the highway is still being built.

Five years from now, every company that stopped hiring juniors will be fighting for the same pool of senior engineers.
There won't be enough.
Because you can't skip the first five years.

Audit your junior hiring pipeline today.
Redesign entry-level roles around AI supervision and verification.
The companies that figure this out will have a talent monopoly in 2030.
The rest will be staffing from a pool that no longer exists.

SOURCE: https://www.forbes.com/sites/carolinecastrillon/2026/05/29/why-entry-level-hiring-is-down-80-at-companies-adopting-ai/
VERIFIED: Harvard University working paper (Hosseini & Lichtinger), Stanford Digital Economy Lab / ADP payroll data, Forbes, Yahoo Finance
SIGNAL: The entry-level talent pipeline is collapsing structurally, not cyclically. Companies cutting juniors today will face a senior engineer shortage in 5 years with no recovery path.