Beyond pay: AI skills reward more job benefits

2025-07-27

AI Summary

This study investigates the non-monetary job amenity premium associated with artificial intelligence (AI) skills in the U.S. labor market. Using nearly ten million online job postings from 2018–2024, we employ econometric analyses controlling for education, industry, and occupational characteristics. We provide the first systematic evidence that AI-related positions offer significantly enhanced non-wage benefits: a 100% higher likelihood of offering paid parental leave and nearly a 200% increase in remote work opportunities. Moreover, AI roles with comprehensive benefits packages command wage premiums of 12–20%, particularly pronounced in high-demand domains. Our findings reveal a strategic shift in AI talent competition—from purely monetary compensation toward bundled “salary + non-monetary benefits” packages. This underscores how labor market equilibrium is reconfigured under digital skill scarcity, offering novel empirical insights into the valuation of AI competencies beyond wages.

Technology Category

• Philosophy and Ethics of AI: AI & Jobs/Labor
• Humans and AI: Learning Human Values and Preferences
• Application Domains: Humanities & Computational Social Science

Application Category

• Economics, Online Markets and Human Computation: LLM based quality controls for crowd work
• Semantics and Knowledge: Data modeling to support human-machine intelligence, including LLMs agents, intelligent system behavior, explanations, and user-friendly interactions
• Responsible Web: Machine-in-the-loop, human agency and autonomy

Abstract

This study investigates the non-monetary rewards associated with artificial intelligence (AI) skills in the U.S. labour market. Using a dataset of approximately ten million online job vacancies from 2018 to 2024, we identify AI roles-positions requiring at least one AI-related skill-and examine the extent to which these roles offer non-monetary benefits such as tuition assistance, paid leave, health and well-being perks, parental leave, workplace culture enhancements, and remote work options. While previous research has documented substantial wage premiums for AI-related roles due to growing demand and limited talent supply, our study asks whether this demand also translates into enhanced non-monetary compensation. We find that AI roles are significantly more likely to offer such perks, even after controlling for education requirements, industry, and occupation type. It is twice as likely for an AI role to offer parental leave and almost three times more likely to provide remote working options. Moreover, the highest-paying AI roles tend to bundle these benefits, suggesting a compound premium where salary increases coincide with expanded non-monetary rewards. AI roles offering parental leave or health benefits show salaries that are, on average, 12% to 20% higher than AI roles without this benefit. This pattern is particularly pronounced in years and occupations experiencing the highest AI-related demand, pointing to a demand-driven dynamic. Our findings underscore the strong pull of AI talent in the labor market and challenge narratives of technological displacement, highlighting instead how employers compete for scarce talent through both financial and non-financial incentives.

Problem

• Investigates non-monetary rewards for AI skills in jobs
• Examines perks like remote work and parental leave in AI roles
• Analyzes if high AI demand increases non-financial job benefits

Innovation

• Analyzes AI roles' non-monetary benefits
• Uses 10M job vacancies dataset
• Links benefits to AI demand