Defining Privacy Engineering as a Profession

Rapid technological advancements, evolving legal frameworks, and increasingly heightened public concern over personal data have catalyzed the emergence of privacy engineering as a critical discipline. However, the "privacy engineer" role remains loosely defined, with significant variability in responsibilities, required competencies, and organizational positioning. This paper presents a qualitative investigation into the practices, challenges, and professional profiles of privacy engineers through 27 semi-structured interviews with US-based practitioners from diverse organizational contexts. Our thematic analysis reveals four primary themes: (1) the conceptual ambiguity surrounding privacy engineering roles, (2) a blend of ethical motivation, intellectual curiosity, and the desire for career growth driving professionals into the field, (3) organizational and regulatory challenges, such as misaligned incentives and the difficulty of translating abstract legal requirements into actionable technical solutions, and (4) the critical competencies required, including robust technical skills, effective cross-functional communication, and risk management expertise. Our findings contribute to a deeper scholarly understanding of privacy engineering as a multidisciplinary practice and offer practical guidance for organizations aiming to integrate privacy more effectively into their product development cycles.

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Publication Details

Journal
Proceedings on Privacy Enhancing Technologies
Published
2025-07-13
DOI
https://doi.org/10.56553/popets-2025-0144
Primary Topic
Law, AI, and Intellectual Property
Type
article
Field-Weighted Citation Impact
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article

Defining Privacy Engineering as a Profession

Nikita Samarin, Daniel Smullen, Nandita Rao Narla, Len Webster
Proceedings on Privacy Enhancing Technologies
Law, AI, and Intellectual Property
article

Defining Privacy Engineering as a Profession

Nikita Samarin, Daniel Smullen, Nandita Rao Narla, Len Webster
article en

Abstract

Rapid technological advancements, evolving legal frameworks, and increasingly heightened public concern over personal data have catalyzed the emergence of privacy engineering as a critical discipline. However, the "privacy engineer" role remains loosely defined, with significant variability in responsibilities, required competencies, and organizational positioning. This paper presents a qualitative investigation into the practices, challenges, and professional profiles of privacy engineers through 27 semi-structured interviews with US-based practitioners from diverse organizational contexts. Our thematic analysis reveals four primary themes: (1) the conceptual ambiguity surrounding privacy engineering roles, (2) a blend of ethical motivation, intellectual curiosity, and the desire for career growth driving professionals into the field, (3) organizational and regulatory challenges, such as misaligned incentives and the difficulty of translating abstract legal requirements into actionable technical solutions, and (4) the critical competencies required, including robust technical skills, effective cross-functional communication, and risk management expertise. Our findings contribute to a deeper scholarly understanding of privacy engineering as a multidisciplinary practice and offer practical guidance for organizations aiming to integrate privacy more effectively into their product development cycles.

Proceedings on Privacy Enhancing TechnologiesVol. 2025(4)
Future of Privacy Forum (US), Forum for the Future (GB), University of California, Berkeley (US)
Openalex Percentile: Top 92%
Law, AI, and Intellectual Property
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Defining Privacy Engineering as a Profession — Nikita Samarin, Daniel Smullen, et al. · Proceedings on Privacy Enhancing Technologies (2025) | TGRS Research Map | TGRS