Knowledge of AI-specific threats and controls, including prompt injection, data leakage, insecure retrieval, excessive permissions, unsafe tool execution, monitoring, and security testing. Bachelor's degree or equivalent practical experience; advanced cloud or security certifications (CISSP, CCSP, AWS Security Specialty, Azure Security Engineer, GCP Security Engineer) are preferred.