Data engineers play a crucial role in achieving GDPR compliance by implementing systems that manage personal data responsibly. This guide outlines key concepts such as encryption, hashing, and anonymization, as well as best practices for designing data architectures that ensure privacy and security. It also covers practical considerations for incident response and interview preparation related to GDPR.