and workers. We show that although T&O reduces firm demand for routine relative to
abstract task-based jobs, affected workers do not face higher probability of non-employment
or lower earnings growth than unaffected workers. Rather, firms that adopt T&O offer routine
workers retraining opportunities to upgrade to more abstract jobs. Older workers form an
important exception: T&O increases the risk that they permanently withdraw from the labor …