We study the effect of automation technologies – industrial robots, software and databases – on the incidence of involuntary atypical employment in 13 EU countries between 2006 and 2018. Robots do not affect total employment rate but significantly increase the involuntary atypical employment share, mainly through fixed-term work. Software and databases increase total employment and are neutral for atypical employment. Higher trade union density mitigates the robots’ impact on atypical employment, while employment protection legislation plays no role. Using historical decompositions, we attribute 1-2 percentage points of the 15% average atypical employment share in our sample to automation.