Boris Čern, creator of the “Claude Code” from Anthropic, posits that the advent of intelligent workers is fundamentally reshaping professional job structures. According to Čern, the established, classical divisions among roles such as engineers, production managers, and designers are becoming increasingly obsolete in the modern technological era. He suggests that these traditional boundaries can be significantly dissolved by advanced AI capabilities.
Čern’s analysis indicates a shift in workforce organization, predicting that future generations of workers may coalesce around five distinct operational types. These specialized roles are designed to manage the entire lifecycle of innovation, from initial concept to stable deployment. The first category involves prototypizers, whose function is to test nascent ideas, many of which may not mature into commercially viable products.
Following this stage, builders are tasked with transforming promising prototypes into stable, usable products. A third critical function is that of “cleaners,” who are responsible for maintaining the integrity and efficiency of the overall work environment. The remaining two groups are developers and organizers.
This restructuring implies that the core skills required for employment are moving away from siloed expertise. The technological advancement is effectively reducing the reliance on rigid departmental structures, striking at the very root of outdated professional classifications. The integration of intelligent systems demands a more fluid and multidisciplinary approach to labor, requiring workers to adapt to these emerging functional categories.
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