IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2507.20410.html
   My bibliography  Save this paper

Beyond pay: AI skills reward more job benefits

Author

Listed:
  • Alejandra Mira
  • Matthew Bone
  • Fabian Stephany

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.

Suggested Citation

  • Alejandra Mira & Matthew Bone & Fabian Stephany, 2025. "Beyond pay: AI skills reward more job benefits," Papers 2507.20410, arXiv.org, revised Sep 2025.
  • Handle: RePEc:arx:papers:2507.20410
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2507.20410
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stéphane Renaud & Sylvie St-Onge & Denis Morin, 2021. "Do vacations and parental leave reduce voluntary turnover? A study of organizations in the ICT sector in Canada," International Journal of Manpower, Emerald Group Publishing Limited, vol. 42(7), pages 1224-1237, March.
    2. Chanin Yoopetch & Suthep Nimsai & Boonying Kongarchapatara, 2021. "The Effects of Employee Learning, Knowledge, Benefits, and Satisfaction on Employee Performance and Career Growth in the Hospitality Industry," Sustainability, MDPI, vol. 13(8), pages 1-14, April.
    3. Mark Anner & Matthew Fischer-Daly & Michael Maffie, 2021. "Fissured Employment and Network Bargaining: Emerging Employment Relations Dynamics in a Contingent World of Work," ILR Review, Cornell University, ILR School, vol. 74(3), pages 689-714, May.
    4. Dyah Gandasari & David Tjahjana & Diena Dwidienawati & Mohammad Ichsan, 2024. "How to attract talents? The role of CSR, employer brand, benefits and career development," Cogent Business & Management, Taylor & Francis Journals, vol. 11(1), pages 2323774-232, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Christopher L. Erickson & Peter Norlander, 2022. "How the past of outsourcing and offshoring is the future of post‐pandemic remote work: A typology, a model and a review," Industrial Relations Journal, Wiley Blackwell, vol. 53(1), pages 71-89, January.
    2. Hyeon Kang & Fan Meng & Hyung Jong Na, 2025. "Evaluating the Current and Future of Corporation and Hotel Industry Performance by Analyzing CEO Messages Using the SBSC Framework Assessment," Sustainability, MDPI, vol. 17(5), pages 1-37, February.
    3. Sergio Camisón-Haba & José Antonio Clemente-Almendros & Tomás Gonzalez-Cruz, 2024. "Connecting Human and Information Resources in the Generation of Competitive Advantage," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 19262-19293, December.
    4. Lijun Tang, 2022. "Defending workers' rights on social media: Chinese seafarers during the COVID‐19 pandemic," Industrial Relations Journal, Wiley Blackwell, vol. 53(2), pages 110-125, March.
    5. Meng-Jun Hsu & Ming-Chia Hsieh & Emmanuel Kwame Opoku, 2022. "Knowledge Co-Creation during the COVID-19 Pandemic: A Dual-Regulated Learning Model in Virtual Hospitality Communities," Sustainability, MDPI, vol. 14(8), pages 1-18, April.
    6. Andreea Barbu & Gheorghe Militaru & Dana Corina Deselnicu & Ştefan-Alexandru Catană, 2021. "Key Success Factors That Enable IT Service Providers to Achieve Organizational Performance: Evidence from Romania," Sustainability, MDPI, vol. 13(19), pages 1-20, October.
    7. Rafael Robina-Ramírez & Francisco Javier Castellano-Álvarez & Paulo Ferreira & Luís Loures, 2025. "Tourism Development in Rural Border Territories: A “ Phronetic ” Approach to Threats and Opportunities," Agriculture, MDPI, vol. 15(5), pages 1-20, February.
    8. Herman Mahendra Abeykoon, 2025. "Exploring Collaborative Marketing Strategies for Sustainable Growth in Tea Tourism: A Systematic Literature Review," Tržište/Market, Faculty of Economics and Business, University of Zagreb, vol. 37(1), pages 53-71.
    9. Ramón Rueda-López & María F. Muñoz-Doyague & Jaime Aja-Valle & María J. Vázquez-García, 2023. "A Bibliometric Analysis of Collective Bargaining: The Future of Labour Relations after the COVID-19 Pandemic," Economies, MDPI, vol. 11(11), pages 1-29, November.
    10. Martin Krzywdzinski & Maren Evers & Christine Gerber, 2024. "Control and Flexibility: The Use of Wearable Devices in Capital- and Labor-Intensive Work Processes," ILR Review, Cornell University, ILR School, vol. 77(4), pages 506-534, August.
    11. Michael David Maffie, 2023. "Becoming a pirate: Independence as an alternative to exit in the gig economy," British Journal of Industrial Relations, London School of Economics, vol. 61(1), pages 46-67, March.
    12. Helena Manger, 2025. "Benefits and Employees’ Work Effort: An Empirical Analysis of Non-monetary Incentives," SOEPpapers on Multidisciplinary Panel Data Research 1228, DIW Berlin, The German Socio-Economic Panel (SOEP).
    13. Virginia Doellgast & Matthew Bidwell & Alexander J. S. Colvin, 2021. "New Directions in Employment Relations Theory: Understanding Fragmentation, Identity, and Legitimacy," ILR Review, Cornell University, ILR School, vol. 74(3), pages 555-579, May.
    14. Krzywdzinski, Martin & Evers, Maren & Gerber, Christine, 2024. "Control and Flexibility: The Use of Wearable Devices in Capital- and Labor-Intensive Work Processes," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 77(4), pages 506-534.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2507.20410. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.