economics Paradigm Challenge

Installing robots in warehouses actually forces low-wage workers to develop more complex technical skills to fix the machines' constant errors.

March 31, 2026

Original Paper

Solve and Be Seen: How Workers in Deskilled Jobs Build Complex Skill as New Automation Arrives

Matthew Beane, Danielle Bovenberg, Dan Sholler

SSRN · 6475239

The Takeaway

We usually think automation 'deskills' human labor, but the opposite happens in modern warehouses. Because software and robots are often misaligned with real-world tasks, entry-level workers have to learn complex systems-level problem-solving just to keep the automation running.

From the abstract

Research generally depicts automation as deskilling for entry-level workers, yet this may not always be the case. Through our two-year, nationwide, multi-sited ethnographic study of warehousing, we show how some workers built more complex skills after the arrival of new technology. They did so by addressing problems arising from misalignments between new technologies and established workflows, thereby developing the capacity to intervene in the systems surrounding their narrow tasks. But for the