Entry-level hiring collapsed 35%. McKinsey now tests AI fluency in final-round interviews. The partnership class of 2034 is being shaped right now.

Entry-level job postings fell 35% from January 2023 to mid-2025.

Not because firms stopped growing.

Because AI absorbed the work that justified hiring large junior classes.

McKinsey now runs 25,000 AI agents alongside 40,000 humans. Those agents saved 1.5 million hours of synthesis work in 2025 alone.

Since January 2026, McKinsey tests business analyst candidates on AI fluency in final-round interviews. They use Lilli, the firm's internal AI platform, to analyze case studies in real time. Interviewers evaluate how candidates prompt the system, challenge its weak outputs, and apply judgment.

This is the new baseline for day-one work.

Baker McKenzie cut 600 to 1,000 business services roles in February. Largest AI-attributed legal layoff on record. PwC plans to cut entry-level audit hiring 32% to 39% by 2028.

90% of Class of 2026 graduates worry AI will replace entry-level roles. Up from 64% last year.

The structural risk isn't this year's hiring cycle. It's the partner class of 2034.

MIT's Andrew McAfee: "How else are people going to learn to do the job except via apprenticeship? When we automate the routine stuff too quickly, we lose that ladder."

Audit your entry-level pipeline now. If your junior roles still consist of work AI can do, you're not building future leaders. You're building a talent debt that compounds for a decade.

SOURCE: https://www.techtimes.com/articles/320986/20260719/ai-reshapes-entry-level-pipeline-across-law-finance-consulting.htm

VERIFIED: Financial Times (Andrew Hill, July 19), Revelio Labs labor data, McKinsey CEO Bob Sternfels (CES 2026), PwC internal documents (Business Insider), Baker McKenzie restructuring (Legal Cheek, Feb 2026)

SIGNAL: The professional services talent model — wide entry-level base, narrow partner top — is being structurally rebuilt around AI. Firms that cut junior cohorts without rebuilding the apprenticeship pathway will save money now and deplete their partner pipeline in a decade.