Information Security Manager (D)
Johannesburg, South Africa
ZAR 480K-480K (estimate) Mid-level Full Time
Tasks
- Assess AI security risk using NIST AI RMF
- Conduct threat modeling
- Coordinate security controls across risk legal privacy procurement
- Design AI security controls
- Develop AI security standards
- Enforce CI CD security for models
- Execute AI red teaming
- Extend incident response playbooks for models
- Harden model registries
- Implement IAM for MLOps
- Implement Zero Trust
- Implement data loss prevention
- Implement input output filtering
- Implement secure LLM architecture patterns
- Implement secure SDLC
- Integrate AI platforms with SIEM SOC
- Map controls to regulatory frameworks
- Operationalize prompt security
- Protect training datasets
- Run adversarial robustness testing
- Sign and attest models
Perks/Benefits
- N/A
Skills/Tech-stack
AI RMF | Adversarial ML | Azure | CI/CD | Data Loss Prevention | Data Privacy | Data loss | GDPR | Generative AI | IAM | ISO 27001 | ISO 42001 | Incident Response | Language Models | Large Language Models | Loss prevention | MLOps | Machine Learning | NIST AI | NIST AI RMF | POPIA | Prompt security | Red Teaming | SIEM | Secure SDLC | SoC | Threat modeling | Zero Trust
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