---
id: "framework-redesign-entry-level"
type: "framework"
source_timestamps: ["§ How to Redesign Entry-Level Jobs"]
tags: ["job-design", "implementation-strategy", "change-management"]
related: ["framework-reasons-retain-entry-level", "action-redesign-tasks-why", "action-implement-red-teaming", "action-preserve-productive-struggle", "action-embed-juniors-context"]
steps: ["Redesign tasks (shift from execution to interpretation and the 'why')", "Focus on augmenting skills (pair AI with critical thinking and red teaming)", "Redesign work (implement hybrid workflows focusing humans on framing and relationships)", "\\\"Develop people (preserve exposure to pressure", "ambiguity", "and intelligent failure)\\\""]
speakers: ["Amy C. Edmondson", "Tomas Chamorro-Premuzic"]
sources: ["reskilling"]
sourceVaultSlug: "hbr-seg-reskilling"
originDay: 10
articleStem: "hbr-edu-46-perils-replace-entry-level"
sourceUrl: "https://hbr.org/2025/09/the-perils-of-using-ai-to-replace-entry-level-jobs"
sourceTitle: "The Perils of Using AI to Replace Entry-Level Jobs"
---
# 4 Steps to Redesign Entry-Level Jobs for the AI Era

To keep entry-level jobs delivering value in an AI-powered workplace, organizations must reimagine them through four steps — the 'how' that operationalizes [[framework-reasons-retain-entry-level]].

1. **Redesign tasks.** Shift away from repetitive execution toward exposing people to the *why* behind the work (e.g., interpreting AI-generated financial statements; anomaly detection over reconciliation). See [[action-redesign-tasks-why]] and [[claim-junior-tasks-automatable]].
2. **Focus on augmenting skills.** Pair AI with critical thinking through [[concept-red-teaming-ai]] to build judgment. See [[action-implement-red-teaming]] and [[claim-uncritical-ai-use-harms-novices]].
3. **Redesign work.** Move from AI substitution to hybrid workflows where AI handles rote execution and humans focus on framing problems and building relationships — the [[concept-work-without-jobs]] model, backed by [[claim-hybrid-workflows-outperform]]. See [[action-embed-juniors-context]].
4. **Develop people.** Ensure early exposure to pressure, ambiguity, and [[concept-intelligent-failures]] to build resilience, clinical intuition, and grit. See [[action-preserve-productive-struggle]].

**Enrichment nuance:** the framework is normative but well aligned with current expert guidance. The Stanford 'Canaries' finding that outcomes differ where AI *augments* vs. *automates* directly supports redesigning tasks to keep humans in high-judgment, high-context roles; talent-development and human–AI collaboration research support integrating AI while consciously preserving human judgment, relationship-building, and experiential learning.