Developing a Typology of Roles for STEM-Trained Professionals in AI Policy Engagement

This paper explores the roles of STEM (science, technology, engineering, and mathematics) professionals in AI policymaking, addressing the urgent need for informed governance in emerging technologies. With AI's complex sociotechnical impacts, STEM expertise is crucial for balancing benefits and mitigating risks like bias and privacy concerns. Despite their potential influence, the specific contributions of STEM professionals in AI policy remain underexplored. To address this gap, semi-structured interviews were conducted with 15 STEM professionals who have both educational and professional experience in STEM and policy, and have actively participated in AI policymaking. The data revealed two primary role groups: (1) advisors, gatekeepers, and influencers, who leverage their expertise in STEM and policy to guide stakeholders and actively influence policy decisions, and (2) facilitators and brokers, who facilitate connections and manage the flow of information between stakeholders. This typology highlights the varied contributions of STEM professionals to AI governance and policy development.

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Publication Details

Journal
Bulletin of Science Technology & Society
Published
2026-01-09
DOI
https://doi.org/10.1177/02704676251413497
Primary Topic
Scientific Computing and Data Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Developing a Typology of Roles for STEM-Trained Professionals in AI Policy Engagement

Yuh‐Chang Sun, Hoda Eldardiry, Zhu Qin, Bailey McOwen et al.
Bulletin of Science Technology & Society
Scientific Computing and Data Management
article

Developing a Typology of Roles for STEM-Trained Professionals in AI Policy Engagement

Yuh‐Chang Sun, Hoda Eldardiry, Zhu Qin, Bailey McOwen, James Weichert, Dayoung Kim
article en

Abstract

This paper explores the roles of STEM (science, technology, engineering, and mathematics) professionals in AI policymaking, addressing the urgent need for informed governance in emerging technologies. With AI's complex sociotechnical impacts, STEM expertise is crucial for balancing benefits and mitigating risks like bias and privacy concerns. Despite their potential influence, the specific contributions of STEM professionals in AI policy remain underexplored. To address this gap, semi-structured interviews were conducted with 15 STEM professionals who have both educational and professional experience in STEM and policy, and have actively participated in AI policymaking. The data revealed two primary role groups: (1) advisors, gatekeepers, and influencers, who leverage their expertise in STEM and policy to guide stakeholders and actively influence policy decisions, and (2) facilitators and brokers, who facilitate connections and manage the flow of information between stakeholders. This typology highlights the varied contributions of STEM professionals to AI governance and policy development.

Bulletin of Science Technology & SocietyVol. 46(1)
University of Washington (US), Virginia Tech (US)
Openalex Percentile: Top 90%
Scientific Computing and Data Management
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