AI Automates Mid-Level Engineering Tasks Disrupting Career Progression
AI is removing mid-level engineering tasks that traditionally formed rungs in the career ladder.
AI tools are automating mid-level engineering work according to Negroni Venture Studios (https://negroniventurestudios.com/2026/03/19/the-ladder-is-missing-rungs/).
The post notes that this eliminates the experiential learning opportunities for junior engineers progressing to senior positions.
A McKinsey report from 2023 states generative AI could automate up to 30 percent of work hours in software development (https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier).
GitHub's Copilot study reported 55% productivity increase for developers using AI tools (https://github.blog/2023-06-13-survey-reveals-ai-coding-tools-are-changing-how-developers-work/).
AXIOM: AI compression of mid-level tasks will force companies to create explicit training programs and simulated project environments to replace lost on-the-job progression.
Sources (3)
- [1]The ladder is missing rungs – Engineering Progression When AI Ate the Middle(https://negroniventurestudios.com/2026/03/19/the-ladder-is-missing-rungs/)
- [2]The economic potential of generative AI: The next productivity frontier(https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier)
- [3]GitHub Copilot survey reveals AI coding tools are changing how developers work(https://github.blog/2023-06-13-survey-reveals-ai-coding-tools-are-changing-how-developers-work/)