AI Governance Specialist Sample CVs
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What makes a strong AI Governance Specialist CV
- Cite regulatory frameworks: EU AI Act, NIST AI RMF, ISO/IEC 42001, ASD/ACSC AI guidelines, GDPR
- Highlight governance artefacts: AI risk registers, model cards, impact assessments, bias audits, accountability frameworks
- Include stakeholder engagement: legal, compliance, data science, board-level reporting on AI risk
- Specify tools: model monitoring platforms, audit trail systems, explainability tools (SHAP, LIME), policy templates
- Quantify governance outcomes: policies implemented, models audited, regulatory gaps remediated, training delivered
Key skills employers look for
Regulatory Frameworks
EU AI Act, NIST AI RMF, ISO/IEC 42001, GDPR, ASD AI guidelines, sector-specific AI rules
AI Risk Management
AI risk registers, impact assessments, model risk management, bias audits, red teaming, controls
Policy & Standards
AI governance policies, model cards, accountability frameworks, data ethics standards, documentation
Assurance & Monitoring
Explainability (SHAP/LIME), model monitoring, audit trails, incident management, reporting
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