The LLM Impact Curve for Software Engineers

This article explores the impact of Large Language Models (LLMs) on software engineers of different experience levels. The author argues that the usefulness of LLMs follows a curve: junior engineers benefit the most, using LLMs to quickly learn and solve problems; mid-level engineers see more limited gains, as LLMs struggle with complex issues; senior engineers see the least improvement, relying more on their experience; while staff+ engineers can leverage LLMs to rapidly create proof-of-concept projects. In short, the impact of LLMs depends on the engineer's experience level and the tasks they work on, making them far from a silver bullet.