---
id: "question-talent-pipeline-transition"
type: "open-question"
source_timestamps: ["§ Why Firms Will Resist Change", "§ Implications for Consulting Firms"]
tags: ["hr", "talent-management", "recruiting"]
related: ["concept-consulting-pyramid", "framework-obelisk-roles"]
resolutionPath: "Observation of hiring metrics at Big Three/Big Four firms over the next few hiring cycles, specifically looking for reductions in total MBA cohort sizes and shifts toward technical/AI-specific roles."
sources: ["reskilling"]
sourceVaultSlug: "hbr-seg-reskilling"
originDay: 10
articleStem: "hbr-edu-44-ai-changing-consulting-structure"
sourceUrl: "https://hbr.org/2025/09/ai-is-changing-the-structure-of-consulting-firms"
sourceTitle: "AI Is Changing the Structure of Consulting Firms"
---
# How Will Firms Transition Entry-Level Recruiting Pipelines?

**Open question:** Traditional firms are built to recruit and train generalist MBAs by the hundreds (the base of the [[concept-consulting-pyramid]]). The future demands **smaller cohorts fluent in AI tools and data workflows** — i.e., the AI Facilitator role in [[framework-obelisk-roles]]. How legacy firms manage this cultural and logistical pivot in talent acquisition and development remains unresolved.

**Resolution path:** watch hiring metrics at Big Three/Big Four firms over the next few cycles for reductions in total MBA cohort sizes and shifts toward technical/AI-specific roles.

**Enrichment nuance:** Strat-Bridge flags a "disappearing apprenticeship model"; the diamond variant ([[concept-alternative-firm-geometries]]) argues a **thicker expert middle** is how future leaders still get developed. Some argue junior work will be *redefined* (AI facilitation, data/product roles) rather than eliminated — see [[contrarian-structural-change]].