Careers

Every AI governance, risk and workforce role: what it decides, what employers name, and the graded path that proves you are ready. Plus the backgrounds that already carry part of it. 240 pages.

• Careers
• AI Adoption and Enablement Lead
• AI Adoption and Enablement Lead: interview questions
• AI Adoption and Enablement Lead: where the jobs are
• AI Auditor
• AI Auditor: interview questions
• AI Auditor: where the jobs are
• AI Compliance Manager
• AI Compliance Manager: interview questions
• AI Compliance Manager: where the jobs are
• AI Compliance Specialist
• AI Compliance Specialist: interview questions
• AI Compliance Specialist: where the jobs are
• AI Controls Analyst
• AI Controls Analyst: interview questions
• AI Controls Analyst: where the jobs are
• AI Evaluation Specialist
• AI Evaluation Specialist: interview questions
• AI Evaluation Specialist: where the jobs are
• AI Governance Analyst
• AI Governance Analyst: interview questions
• AI Governance Analyst: where the jobs are
• AI Governance Coordinator
• AI Governance Coordinator: interview questions
• AI Governance Coordinator: where the jobs are
• AI Governance Engineer
• AI Governance Engineer: interview questions
• AI Governance Engineer: where the jobs are
• AI Governance Manager
• AI Governance Manager: interview questions
• AI Governance Manager: where the jobs are
• AI Incident Response Lead
• AI Incident Response Lead: interview questions
• AI Incident Response Lead: where the jobs are
• AI Literacy Lead
• AI Literacy Lead: interview questions
• AI Literacy Lead: where the jobs are
• AI Model Validator
• AI Model Validator: interview questions
• AI Model Validator: where the jobs are
• AI Policy Analyst
• AI Policy Analyst: interview questions
• AI Policy Analyst: where the jobs are
• AI Privacy Engineer
• AI Privacy Engineer: interview questions
• AI Privacy Engineer: where the jobs are
• AI Product Manager, responsible product edition
• AI Product Manager, responsible product edition: interview questions
• AI Product Manager, responsible product edition: where the jobs are
• AI Program Manager
• AI Program Manager: interview questions
• AI Program Manager: where the jobs are
• Operations Manager, AI-ready
• Operations Manager, AI-ready: interview questions
• Operations Manager, AI-ready: where the jobs are
• AI Regulatory Counsel
• AI Regulatory Counsel: interview questions
• AI Regulatory Counsel: where the jobs are
• AI Risk Manager
• AI Risk Manager: interview questions
• AI Risk Manager: where the jobs are
• AI Security Architect
• AI Security Architect: interview questions
• AI Security Architect: where the jobs are
• AI Vendor Risk Manager
• AI Vendor Risk Manager: interview questions
• AI Vendor Risk Manager: where the jobs are
• Chief AI Officer
• Chief AI Officer: interview questions
• Chief AI Officer: where the jobs are
• Chief Audit Executive, AI audit edition
• Chief Audit Executive, AI audit edition: interview questions
• Chief Audit Executive, AI audit edition: where the jobs are
• Chief Compliance Officer, AI compliance edition
• Chief Compliance Officer, AI compliance edition: interview questions
• Chief Compliance Officer, AI compliance edition: where the jobs are
• Chief Data Officer, data leadership edition
• Chief Data Officer, data leadership edition: interview questions
• Chief Data Officer, data leadership edition: where the jobs are
• Chief Information Officer, technology leadership edition
• Chief Information Officer, technology leadership edition: interview questions
• Chief Information Officer, technology leadership edition: where the jobs are
• Chief Information Security Officer, AI security focus
• Chief Information Security Officer, AI security focus: interview questions
• Chief Information Security Officer, AI security focus: where the jobs are
• Chief Privacy Officer, AI privacy edition
• Chief Privacy Officer, AI privacy edition: interview questions
• Chief Privacy Officer, AI privacy edition: where the jobs are
• Chief Risk Officer, AI risk edition
• Chief Risk Officer, AI risk edition: interview questions
• Chief Risk Officer, AI risk edition: where the jobs are
• Chief Technology Officer, AI engineering edition
• Chief Technology Officer, AI engineering edition: interview questions
• Chief Technology Officer, AI engineering edition: where the jobs are
• Compliance Analyst
• Compliance Analyst: interview questions
• Compliance Analyst: where the jobs are
• Cybersecurity Risk Analyst
• Cybersecurity Risk Analyst: interview questions
• Cybersecurity Risk Analyst: where the jobs are
• Data Governance Lead
• Data Governance Lead: interview questions
• Data Governance Lead: where the jobs are
• Ethical AI Specialist
• Ethical AI Specialist: interview questions
• Ethical AI Specialist: where the jobs are
• A business, MBA or technology management degree
• Compliance and regulatory affairs
• A computer science or software engineering degree
• Cybersecurity and IT
• A cybersecurity or information assurance degree
• Data analysis, stewardship and business intelligence
• A data science, statistics or analytics degree
• Teachers, trainers and instructional designers
• Model risk, credit risk and quantitative analysis
• Elder services, social work, banking front line and fraud teams
• Human resources and people operations
• Internal audit and IT audit
• A law degree (JD, LLB or LLM), no AI work yet
• Legal and paralegal work
• Nonprofit program and grants oversight
• Operations, claims, customer service and administration
• Policy, legislative and government affairs staff
• Privacy and data protection
• Project and program management
• A public policy, political science or international relations degree
• Recent graduate in law, policy, business or data
• Governance Analyst
• Governance Analyst: interview questions
• Governance Analyst: where the jobs are
• GRC Associate (AI)
• GRC Associate (AI): interview questions
• GRC Associate (AI): where the jobs are
• The AI Governance Hiring Index
• Hiring Index: Anthropic
• Hiring Index: Cohere
• Hiring Index: Databricks
• Hiring Index: ElevenLabs
• Hiring Index: Figure AI
• Hiring Index: Neuralink
• Hiring Index: Notion
• Hiring Index: NVIDIA
• Hiring Index: OneTrust
• Hiring Index: OpenAI
• Hiring Index: Perplexity
• Hiring Index: Ramp
• Hiring Index: Scale AI
• Hiring Index: xAI
• Hiring Index: every open role
• Hiring Index: jobs that name the DORA
• Hiring Index: jobs that name the EU AI Act
• Hiring Index: jobs that name the GDPR
• Hiring Index: jobs that name the ISO/IEC 42001
• Hiring Index: jobs that name the NIS2
• Hiring Index: jobs that name the NIST AI RMF
• Hiring Index: jobs that name the SOC 2
• Hiring Index: jobs that name the US state AI laws
• Where the jobs are
• Model Risk Manager
• Model Risk Manager: interview questions
• Model Risk Manager: where the jobs are
• Privacy Analyst
• Privacy Analyst: interview questions
• Privacy Analyst: where the jobs are
• Responsible AI Lead
• Responsible AI Lead: interview questions
• Responsible AI Lead: where the jobs are
• Security Compliance Manager
• Security Compliance Manager: interview questions
• Security Compliance Manager: where the jobs are
• Senior AI Compliance Analyst
• Senior AI Compliance Analyst: interview questions
• Senior AI Compliance Analyst: where the jobs are
• Skills employers name
• Agentic AI controls and authorization boundaries
• AI audit and independent assurance
• AI evaluation and testing design
• Working AI fluency
• AI inventory and use-case intake
• AI policy and standards writing
• AI security fundamentals
• AI strategy and opportunity triage
• Singapore and APAC AI governance frameworks
• Adoption and change management
• Coalition building and stakeholder mapping
• Contract terms that allocate AI risk
• Control design and operating-effectiveness testing
• Data classification, access and retention
• Data governance operating model and stewardship
• Data lineage and provenance
• Data quality rules and monitoring
• Judgment when AI supports a decision
• Deepfake, voice-clone and scam recognition
• Ethical reasoning turned into decision criteria
• EU AI Act obligations and timelines
• Evidence collection and audit-ready documentation
• Executive and board communication on AI risk
• Explainability, transparency and contestability
• Framework crosswalking without false equivalence
• Governance metrics and program measurement
• AI governance operating model design
• Rulemaking, comments and legislative process
• AI in hiring and employment decisions
• Human oversight design
• AI incident response and recovery
• ISO/IEC 42001 management systems
• Leading a team that works with AI
• Model failure modes and bias recognition
• Model risk management and independent challenge
• Post-deployment monitoring and drift detection
• NIST AI RMF in practice
• Policy analysis and decision-ready writing
• Privacy by design and privacy engineering
• Privacy law applied to AI
• Buying AI well
• Governed AI program and portfolio delivery
• Prompting and workflow design with AI
• Regulatory change management
• AI resilience, continuity and exit planning
• Responsible and disclosed use of AI at work
• AI risk and impact assessment
• AI risk register and treatment tracking
• ROI and value measurement for AI
• Shadow AI and data leakage control
• Cross-functional facilitation and influence
• How models work, at a governance depth
• AI literacy training and enablement design
• US federal and state AI regulation
• AI vendor due diligence and third-party risk
• Protecting vulnerable people from AI harm
• Workforce transition and role redesign
• Third-Party AI Risk Analyst
• Third-Party AI Risk Analyst: interview questions
• Third-Party AI Risk Analyst: where the jobs are
• Third-Party Cyber Risk Manager
• Third-Party Cyber Risk Manager: interview questions
• Third-Party Cyber Risk Manager: where the jobs are
• VP of AI Governance and Ethics
• VP of AI Governance and Ethics: interview questions
• VP of AI Governance and Ethics: where the jobs are