GenAI and its Impact on the Workforce: Inventory of Stakeholders (2.6.3) v1
[EN] This report maps the GenAI workforce ecosystem by identifying key stakeholder groups and organizing them into CORE, INTERNAL, and EXTERNAL layers, based on their involvement and influence in GenAI governance, ethics, and regulation. It highlights the geographic concentration of leading GenAI fi...
| Authors: | ; ; |
|---|---|
| Format: | Report |
| Publication date: | 2026 |
| Country: | España |
| Institution: | Universitat Politècnica de València (UPV) |
| Repository: | RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia |
| Language: | English |
| OAI Identifier: | oai:riunet.upv.es:10251/232400 |
| Online Access: | https://riunet.upv.es/handle/10251/232400 |
| Access Level: | Open access |
| Keyword: | Generative AI Workforce impact Stakeholder mapping Vulnerable occupations groups AI regulation Ethical AI |
| _version_ | 1878739704531124224 |
|---|---|
| author | de-Miguel-Molina, María|||0000-0003-4264-8000 |
| author2 | Catalá-Pérez, Daniel|||0000-0001-5042-0239 Bañón Gomis, Alexis Jacobo |
| author2_role | author author |
| author_browse | Bañón Gomis, Alexis Jacobo Catalá-Pérez, Daniel|||0000-0001-5042-0239 de-Miguel-Molina, María|||0000-0003-4264-8000 |
| author_facet | de-Miguel-Molina, María|||0000-0003-4264-8000 Catalá-Pérez, Daniel|||0000-0001-5042-0239 Bañón Gomis, Alexis Jacobo |
| author_role | author |
| collection | RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia |
| description | [EN] This report maps the GenAI workforce ecosystem by identifying key stakeholder groups and organizing them into CORE, INTERNAL, and EXTERNAL layers, based on their involvement and influence in GenAI governance, ethics, and regulation. It highlights the geographic concentration of leading GenAI firms (especially in the USA and China) and frames Europe’s potential advantage around responsible development and regulation. The report follows a three-step methodology to build its stakeholder map of GenAI’s workforce impact: (1) data collection from secondary online sources, (2) stakeholder categorization into groups (e.g., governments, companies, NGOs, academia), and (3) relationship analysis to understand how these actors interact and influence the ecosystem. Using a power–interest matrix, the report groups stakeholders into four clusters, from high-power/high-interest actors who “manage the future of GenAI” (e.g., national governments, big GenAI companies, the European Commission) to groups that collaborate with them, monitor ethical concerns, or influence labour-market dynamics (including unions, investors and international bodies).The inventory then summarizes expected labour-market effects (job reductions, productivity gains and distributional impacts), points to especially affected sectors (Finance & Insurance, Professional Services, Information Systems), and lists examples of vulnerable occupations (e.g., analysts/accountants, researchers, writing/editing roles, programmers/engineers, administrative support, HR). It concludes by positioning actors by power and interest and observing that the UK leads in Europe in counts of GenAI companies, AI-focused universities/research institutes and investors. |
| eu_rights_str_mv | openAccess |
| format | report |
| id | ES_c679883ed6f4cee8d77f704568a497b8 |
| institution | Universitat Politècnica de València (UPV) |
| instname_str | Universitat Politècnica de València (UPV) |
| language | eng |
| network_acronym_str | ES |
| network_name_str | España |
| oai_identifier_str | oai:riunet.upv.es:10251/232400 |
| publishDate | 2026 |
| publishDateSort | 2026 |
| reponame_str | RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia |
| spelling | GenAI and its Impact on the Workforce: Inventory of Stakeholders (2.6.3) v1 de-Miguel-Molina, María|||0000-0003-4264-8000 Catalá-Pérez, Daniel|||0000-0001-5042-0239 Bañón Gomis, Alexis Jacobo Generative AI Workforce impact Stakeholder mapping Vulnerable occupations groups AI regulation Ethical AI [EN] This report maps the GenAI workforce ecosystem by identifying key stakeholder groups and organizing them into CORE, INTERNAL, and EXTERNAL layers, based on their involvement and influence in GenAI governance, ethics, and regulation. It highlights the geographic concentration of leading GenAI firms (especially in the USA and China) and frames Europe’s potential advantage around responsible development and regulation. The report follows a three-step methodology to build its stakeholder map of GenAI’s workforce impact: (1) data collection from secondary online sources, (2) stakeholder categorization into groups (e.g., governments, companies, NGOs, academia), and (3) relationship analysis to understand how these actors interact and influence the ecosystem. Using a power–interest matrix, the report groups stakeholders into four clusters, from high-power/high-interest actors who “manage the future of GenAI” (e.g., national governments, big GenAI companies, the European Commission) to groups that collaborate with them, monitor ethical concerns, or influence labour-market dynamics (including unions, investors and international bodies).The inventory then summarizes expected labour-market effects (job reductions, productivity gains and distributional impacts), points to especially affected sectors (Finance & Insurance, Professional Services, Information Systems), and lists examples of vulnerable occupations (e.g., analysts/accountants, researchers, writing/editing roles, programmers/engineers, administrative support, HR). It concludes by positioning actors by power and interest and observing that the UK leads in Europe in counts of GenAI companies, AI-focused universities/research institutes and investors. https://riunet.upv.es/handle/10251/232400 |
| spellingShingle | GenAI and its Impact on the Workforce: Inventory of Stakeholders (2.6.3) v1 de-Miguel-Molina, María|||0000-0003-4264-8000 Generative AI Workforce impact Stakeholder mapping Vulnerable occupations groups AI regulation Ethical AI |
| title | GenAI and its Impact on the Workforce: Inventory of Stakeholders (2.6.3) v1 |
| title_full | GenAI and its Impact on the Workforce: Inventory of Stakeholders (2.6.3) v1 |
| title_fullStr | GenAI and its Impact on the Workforce: Inventory of Stakeholders (2.6.3) v1 |
| title_full_unstemmed | GenAI and its Impact on the Workforce: Inventory of Stakeholders (2.6.3) v1 |
| title_short | GenAI and its Impact on the Workforce: Inventory of Stakeholders (2.6.3) v1 |
| title_sort | GenAI and its Impact on the Workforce: Inventory of Stakeholders (2.6.3) v1 |
| topic | Generative AI Workforce impact Stakeholder mapping Vulnerable occupations groups AI regulation Ethical AI |
| topic_facet | Generative AI Workforce impact Stakeholder mapping Vulnerable occupations groups AI regulation Ethical AI |
| url | https://riunet.upv.es/handle/10251/232400 |