AI adoption lowers small firm employment growth by 11 percent
Danish firms adopting artificial intelligence reduced employment growth by 11 percent relative to pre-trends between 2023 and late 2025. According to research from Danmarks Nationalbank, the slowdown was concentrated in smaller firms cutting recruitment for exposed roles.
Small firms absorb the headcount slowdown
Firms adopting artificial intelligence in 2023 fell 6 percent below their baseline employment trend within two years and 11 percent by late 2025.
Matched employer-employee administrative records show this divergence was driven entirely by firms with fewer than 100 full-time employees, which lagged pre-adoption paths by roughly 15 percent.
In contrast, large adopters maintained their overall headcount trajectories.
The workforce contraction operated almost exclusively through reduced hiring rather than dismissals, with the stock of workers holding under two years of tenure falling 28 log points below trend.
Average hourly wages and entry pay remained unaffected across adopting firms.
Hiring freezes concentrate in exposed roles
The hiring slowdown hit cognitive occupations hardest.
Employment in highly exposed roles fell 25 percent below trend at adopting firms, compared with 7 percent in non-exposed jobs, falling heaviest on university-educated staff under age 30. While small adopters reduced staff in exposed roles, larger firms shifted internal composition toward non-exposed tasks.
At the macroeconomic level, adoption explains only a quarter of industry-wide employment shifts, leaving aggregate employment stable.
Quiet restructuring before the wave
Early AI adoption reshapes corporate headcounts quietly through foregone hiring rather than outright dismissals.
While Denmark's fluid labor market cushions these initial frictions, less flexible economies risk harsher adjustments.
Policymakers should treat these small-firm trends as an early warning for broader structural shifts.