Head of AI Security
ZAR 500K-750K (estimate) Executive-level Full Time
Tasks
- Automate security scanning for ML components
- Conduct post incident model integrity verification
- Define LLM security architecture standards
- Define containment procedures for compromised models
- Define secure AI architecture standards
- Define secure MLOps standards
- Define secure model deployment controls
- Deploy input output monitoring and content filtering
- Develop AI security framework
- Embed security by design across AI lifecycle
- Establish AI threat modeling framework
- Establish access control for generative AI tools
- Establish forensic capabilities for AI systems
- Implement AI security monitoring capabilities
- Implement adversarial machine learning defenses
- Implement authentication and authorization for AI pipelines
- Implement patterns to prevent training data leakage
- Implement prompt filtering and prompt security policies
- Implement secure ingestion of training data
- Implement zero trust aligned AI security
- Integrate AI systems into SIEM SOC monitoring
- Integrate AI threats into incident response playbooks
- Integrate security testing into ML lifecycle
- Monitor generative AI activity and logs
- Monitor models for abnormal behaviour
- Perform adversarial robustness testing
- Protect sensitive financial and customer data
- Protect training datasets
- Run AI red teaming exercises
- Secure model registry and model artifacts
Perks/Benefits
- N/A
Skills/Tech-stack
AI Security | Access Control | Access Management | Adversarial Machine Learning | Cloud Security | Data exfiltration | Deployment Security | Forensics | Generative AI | Generative AI Security | Identity and Access Management | Identity and access | Incident Response | LLM security | MLOps | Machine Learning | Model Deployment | Model deployment security | Model poisoning | NIST | Prompt injection | SIEM | Secure SDLC | Security Testing | Security monitoring | SoC | Threat modeling | Zero Trust
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
AI | AI Security Architect | AI Security Lead | Architect | Head | Head of AI | Head of AI Security | Lead | Security | Security Architect | Security Lead
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