How to keep your IT talent pipeline from collapsing

Organizations are eliminating early-career IT roles in favor of AI automation, creating a critical talent pipeline crisis—early-career IT employment has dropped 16% since ChatGPT's launch, threatening future mid-level and senior staff availability. However, research shows that companies automating roles without workforce investment are not seeing efficiency gains, while those investing in upskilling and mentorship models achieve better returns and will require more staff to manage autonomous systems. IT leaders must shift from cost-cutting to implementing structured mentorship programs (preceptorships) that develop junior talent in real-world contexts, ensuring they gain the judgment, domain knowledge, and problem-solving skills that AI cannot replicate.