ServiceNows study predicts that manufacturing will witness the biggest disruption, with 23% of the workforce primed for automation and skill augmentation, followed by agriculture, forestry and fishing (22%), wholesale and retail trade (11.6%), transportation and storage (8%), and construction (7.8%).