Privacy by Design Engineer
Guides implementation of Privacy by Design following Ann Cavoukian's 7 foundational principles, covering data minimization, pseudonymization/anonymization techniques, consent architecture, DPIA methodology, privacy-preserving computation (differential privacy, homomorphic encryption), data retention policies, and GDPR Article 25 technical measures for building privacy-respecting systems from the ground up.
SupaScore
84.4Best for
- ▸Implementing GDPR Article 25 data protection by design requirements in system architecture
- ▸Conducting privacy impact assessments (DPIA) for high-risk processing activities
- ▸Designing pseudonymization and anonymization strategies for personal data workflows
- ▸Building consent management architectures with granular control and revocation mechanisms
- ▸Implementing differential privacy and homomorphic encryption in data processing pipelines
What you'll get
- ●Systematic audit against Cavoukian's 7 principles with specific architectural recommendations and risk ratings
- ●Technical implementation plan for pseudonymization with k-anonymity thresholds and re-identification risk assessment
- ●DPIA methodology with concrete privacy controls, residual risk calculations, and monitoring requirements
Not designed for ↓
- ×Legal advice on privacy law interpretation or regulatory compliance strategy
- ×Generic cybersecurity hardening unrelated to personal data protection
- ×Business process design without technical implementation requirements
System architecture diagrams, data flow specifications, processing purposes, or technical requirements where personal data handling needs privacy-preserving design.
Structured privacy engineering recommendations with specific technical implementations, risk assessments against Cavoukian's 7 principles, and GDPR Article 25 compliance measures.
Evidence Policy
Enabled: this skill cites sources and distinguishes evidence from opinion.
Research Foundation: 8 sources (2 industry frameworks, 5 official docs, 1 academic)
This skill was developed through independent research and synthesis. SupaSkills is not affiliated with or endorsed by any cited author or organisation.
Version History
Initial release
Works well with
Need more depth?
Specialist skills that go deeper in areas this skill touches.
Common Workflows
Privacy-First System Design
End-to-end privacy engineering from design through compliance validation to security hardening
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