Working Paper
Marketing AI Exposure: Applicability Breadth, Substitution Depth, and Job Outcomes
Oct 15, 2026
Pairs marketing skills with AI capabilities and analyzes how these relate to hiring and compensation to determine whether AI expands or eliminates marketing jobs and raises or erodes marketers’ pay.