AI's Impact on Entry-Level Jobs

In this week's 'Dear Heretics' segment, Kelli and Nolan examine the contested impact of AI on entry-level employment, featuring HR articles debating whether traditional junior roles are disappearing or evolving upward. The discussion explores practical AI implementation challenges, organizational inertia, and real-world examples of companies leveraging custom AI solutions for recruitment and decision-making processes.*Email us your questions or topics for Kelli & Nolan: [email protected] coaching and advising inquire at https://kellidragovich.com/HR Heretics is a podcast from Turpentine.Support HR Heretics Sponsors:Planful empowers teams just like yours to unlock the secrets of successful workforce planning. Use data-driven insights to develop accurate forecasts, close hiring gaps, and adjust talent acquisition plans collaboratively based on costs today and into the future. ✍️ Go to https://planful.com/heretics to see how you can transform your HR strategy.Metaview is the AI assistant for interviewing. Metaview completely removes the need for recruiters and hiring managers to take notes during interviews—because their AI is designed to take world-class interview notes for you. Team builders at companies like Brex, Hellofresh, and Quora say Metaview has changed the game—see the magic for yourself: https://www.metaview.ai/hereticsKEEP UP WITH NOLAN + KELLI ON LINKEDINNolan: https://www.linkedin.com/in/nolan-church/Kelli: https://www.linkedin.com/in/kellidragovich/—RELATED LINKS:Behind the Curtain: Top AI CEO foresees white-collar bloodbath: https://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropicJosh Bersin: No, Entry Level Jobs Are Not Going Away:https://joshbersin.com/2025/05/no-entry-level-jobs-are-not-going-away/—TIMESTAMPS:(00:00) Intro(00:34) The White-Collar Bloodbath vs. Optimistic Takes(01:53) Reality Check: Where's the Actual AI Implementation?(02:35) The Puck Has Moved: Redefining Entry-Level(03:31) Headcount Reality: Flat or Down Since 2022(05:30) Coinbase: The Only Company Actually Doing It(05:58) Sponsors: Planful & Metaview(09:00) Human Inertia: The Real Barrier to AI Adoption(10:47) The Custom GPT Success Story(13:34) Top-Down Mandates Break Through Inertia(14:00) Stop Building Programs, Start Experimenting(16:49) The Biggest Alpha Opportunity Ever(17:23) Wrap This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit hrheretics.substack.com