Anthropic published a report on Friday detailing how its workforce composition and daily work patterns have shifted over the past year. The company argues these trends could signal how AI will reshape work organization, hiring, and labor demand across the economy, since Anthropic has thoroughly built its workflows around its own AI models.
Junior hiring drops sharply
The proportion of junior-level employees in technical departments fell from 21 percent to 14 percent since early 2025. The proportion of junior technical hires fell even more sharply, from 27 percent to 9 percent. Technical teams now represent a smaller share of the overall workforce, dropping from 61 percent to 56 percent. Anthropic attributes this to natural expansion of business functions as the company scales, and to coding tools increasingly allowing non-technical employees to build software themselves.
From doing work to managing Claudes
One employee described an eternal pressure to move as fast as possible and use Claude for everything. In an April 2026 survey, 27 percent of employees said they had become more productive because of Claude, and 20 percent said their job had shifted from actually doing work to managing Claudes. One engineer compared this to babysitting: every child brings concerns with equal demand for attention, and the various Claudes do the same.
The report suggests human attention and judgement are becoming a bottleneck for productivity. Claude produces a deluge of text that needs to be read and organized.
Productivity metrics and code quality
The report argues AI adoption has made the company more productive, citing more code per person, closing more sales per rep, and processing more contracts. The company acknowledges that more code does not necessarily mean better code or business impact, but it also has not found indications that code quality is declining.
Meeting time rises across the board
Based on calendar data, meeting time per employee is up 20 percent compared to a year ago, and up 16 percent for technical contributors. The company attributes this to the importance of human trust and accountability, with employees repeatedly describing face-to-face coordination as indispensable.