Senior Manager - Artificial Intelligence Information Security
Roodepoort, Gauteng, South Africa
ZAR 660K-780K (estimate) Senior-level Full Time
Tasks
- Build AI threat modelling and adversarial machine learning testing
- Define and implement AI security strategy and architecture
- Define and track AI security KPIs and executive reporting
- Define approval workflows for model access and sensitive data handling
- Define enterprise AI control objectives and assurance plans
- Define secure model deployment and post deployment drift monitoring
- Embed AI security policy into standards procedures and product gates
- Embed secure design time controls into AI enabled services
- Establish AI COE security mandate and operating model
- Establish model risk management and control baselines
- Extend incident response playbooks for AI scenarios
- Implement generative AI and LLM guardrails and controls
- Integrate AI monitoring with SIEM SOC and anomaly detection
- Lead AI security team and capability uplift training
- Manage AI security tooling budget and vendor partnerships
- Manage third party and cloud AI risk and vendor assurance
- Map AI security controls to governance risk and compliance requirements
- Protect training and validation datasets and prevent data leakage
- Publish secure AI platform and MLOps architecture standards
- Run AI red teaming for models and applications
- Set secure MLOps standards and pipeline controls
Perks/Benefits
- N/A
Skills/Tech-stack
AI RMF | Access Control | Access Management | Adversarial Machine Learning | Anomaly Detection | Artificial Intelligence | CI/CD | Cloud Security | Copilot Security | Cybersecurity | Data Loss Prevention | Data loss | Detection and Response | Evasion Attack | Fraud analytics | GDPR | Generative AI | IEC 27001 | ISO/IEC | ISO/IEC 27001 | ISO/IEC 27701 | ISO/IEC 42001 | Identity and Access Management | Identity and access | Incident Response | Information security | Language Models | Large Language Models | Loss prevention | Machine Learning | Model Monitoring | Model Registry | Model Risk Management | Model attestation | Model risk | NIST AI | NIST AI RMF | Poisoning Attack | Prompt injection | Prompt security | RAG | Red Teaming | Risk Management | SIEM | Secrets Scanning | Secure Architecture | Secure MLOps | Secure SDLC | SoC | Third Party | Third-Party Risk | Third-party risk management | Threat Modelling | Zero Trust
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