AI Data Breach Response Specialist vs AI Data Lake Engineer

A AI Data Breach Response Specialist Only

• AI threat modeling for LLMs, RAG pipelines, and agentic architectures
• Incident response lifecycle management (NIST SP 800-61r2 adapted for AI systems)
• Digital forensics on model artifacts, vector databases, embeddings, and inference logs
• Global data breach notification law (GDPR Art. 33/34, CCPA, LGPD, PIPL, SEC rules)
• Adversarial machine learning fundamentals (model inversion, membership inference, data poisoning)
• Prompt injection and jailbreak detection, classification, and forensic reconstruction
• Secure log architecture for AI pipelines (prompt/response logging, PII redaction, chain-of-custody)
• Cross-functional crisis communication with legal, engineering, PR, and executive teams