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Engineering in the Digital Age: A Career-Level Competency Framework Validated by the Productive Sector

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  • Nádya Zanin Muzulon

    (Postgraduate Program in Production Engineering, Federal University of Technology-Paraná, Ponta Grossa 84016-210, PR, Brazil)

  • Luis Mauricio Resende

    (Postgraduate Program in Production Engineering, Federal University of Technology-Paraná, Ponta Grossa 84016-210, PR, Brazil)

  • Gislaine Camila Lapasini Leal

    (Postgraduate Program in Production Engineering, State University of Maringá, Maringá 87020-900, PR, Brazil)

  • Paulo Cesar Ossani

    (Postgraduate Program in Production Engineering, State University of Maringá, Maringá 87020-900, PR, Brazil)

  • Joseane Pontes

    (Postgraduate Program in Production Engineering, Federal University of Technology-Paraná, Ponta Grossa 84016-210, PR, Brazil)

Abstract

This study investigates the essential competencies for engineers in the context of digital transformation, with the aim of proposing a refined framework to guide professional development across career levels. A mixed-methods, sequential approach was adopted: (1) a systematic literature review, conducted between 2014 and 2024, which identified 46 competencies organized into seven dimensions; (2) a quantitative survey with 392 engineers who self-assessed their level of mastery for each competency; (3) semi-structured interviews with 20 company representatives, who validated and contextualized the essential competencies according to hierarchical levels (junior, mid-level, and senior); (4) data triangulation, resulting in a final competency model by career level. The findings reveal a widespread deficit in digital competencies, regardless of hierarchical level. In total, 33 competencies assessed by career level showed statistically significant differences in employer perceptions and were identified as progressive throughout the career trajectory. Analysis of self-assessments and interviews indicates that for early-career engineers, there is a strong emphasis on personal and basic cognitive competencies. For mid-level engineers, the data show a significant valuation of social competencies. Senior engineers are perceived as having accumulated experience across all seven mapped dimensions. This study offers a practical model that can be used by educational institutions, companies, and professionals to align education, market demands, and career planning.

Suggested Citation

  • Nádya Zanin Muzulon & Luis Mauricio Resende & Gislaine Camila Lapasini Leal & Paulo Cesar Ossani & Joseane Pontes, 2025. "Engineering in the Digital Age: A Career-Level Competency Framework Validated by the Productive Sector," Sustainability, MDPI, vol. 17(16), pages 1-28, August.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:16:p:7425-:d:1726120
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    References listed on IDEAS

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    1. Pablo Reyes-Cornejo & Luis Araya-Castillo & Hugo Moraga-Flores & Joan Boada-Grau & César Olivares-Brito, 2025. "Scientometric Study of Digital Transformation and Human Resources: Collaborations, Opportunities, and Future Research Directions," Administrative Sciences, MDPI, vol. 15(4), pages 1-17, April.
    2. Blanka, Christine & Krumay, Barbara & Rueckel, David, 2022. "The interplay of digital transformation and employee competency: A design science approach," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    3. Maartje Henderikx & Jol Stoffers, 2022. "An Exploratory Literature Study into Digital Transformation and Leadership: Toward Future-Proof Middle Managers," Sustainability, MDPI, vol. 14(2), pages 1-18, January.
    4. Cristina Rodrigues Piazer Turcato & Bruno Pedroso & Maik Arnold & Claudia Tania Picinin, 2024. "Adapting to Industry 4.0 in France: Essential Competencies for a Future-Ready Workforce," Administrative Sciences, MDPI, vol. 14(12), pages 1-28, November.
    5. Zhi Yong Lim & Jun Hong Yap & Joel Weijia Lai & Intan Azura Mokhtar & Darren J. Yeo & Kang Hao Cheong, 2024. "Advancing Lifelong Learning in the Digital Age: A Narrative Review of Singapore’s SkillsFuture Programme," Social Sciences, MDPI, vol. 13(2), pages 1-16, January.
    6. Regina Negri Pagani & João Luiz Kovaleski & Luis Mauricio Resende, 2015. "Methodi Ordinatio: a proposed methodology to select and rank relevant scientific papers encompassing the impact factor, number of citation, and year of publication," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(3), pages 2109-2135, December.
    7. Barbara Kowal & Daria Włodarz & Edyta Brzychczy & Andrzej Klepka, 2022. "Analysis of Employees’ Competencies in the Context of Industry 4.0," Energies, MDPI, vol. 15(19), pages 1-20, September.
    8. Vicente González-Prida & Julima Gisella Chuquin-Berrios & Fabricio Miguel Moreno-Menéndez & Jesús César Sandoval-Trigos & Diana Pariona-Amaya & Kesler Osmar Gómez-Bernaola, 2024. "Digital Competencies as Predictors of Academic Self-Efficacy: Correlations and Implications for Educational Development," Societies, MDPI, vol. 14(11), pages 1-25, November.
    9. Gilberto Santos & Jose Carlos Sá & Maria João Félix & Luís Barreto & Filipe Carvalho & Manuel Doiro & Kristína Zgodavová & Miladin Stefanović, 2021. "New Needed Quality Management Skills for Quality Managers 4.0," Sustainability, MDPI, vol. 13(11), pages 1-22, May.
    10. Ying Wu & Lin Xu & Simon P. Philbin, 2023. "Evaluating the Role of the Communication Skills of Engineering Students on Employability According to the Outcome-Based Education (OBE) Theory," Sustainability, MDPI, vol. 15(12), pages 1-26, June.
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