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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. 350 pages.
- Careers
- Agentic AI Engineer, orchestration edition
- Agentic AI Engineer, orchestration edition: interview questions
- Agentic AI Engineer, orchestration edition: where the jobs are
- 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 Engineer, production systems edition
- AI Engineer, production systems edition: interview questions
- AI Engineer, production systems edition: where the jobs are
- AI engineering careers
- 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
- Apprenticeship Index
- Areas
- Agentic AI
- AI engineering
- AI evaluation
- AI governance
- AI in hiring
- AI inventory
- AI literacy
- AI policy
- AI security
- AI strategy
- Apac AI governance
- Audit methodology
- Change management
- Coalition building
- Contract controls
- Controls testing
- Data governance
- Data lineage
- Data quality
- Decision quality
- Deepfakes and scams
- Documentation and conformity
- Ethics
- EU AI Act
- Evidence documentation
- Executive reporting
- Explainability
- Fairness and bias
- Field coordination
- Framework crosswalking
- Generative AI
- Governance committee
- Governance operating model
- Gpai and foundation models
- Human oversight
- Impact assessment
- Incident response
- ISO 42001
- Legislative strategy
- Model failure modes
- Model risk
- Model validation
- Monitoring and drift
- NIST AI rmf
- Physical AI
- Policy writing
- Privacy by design
- Privacy law
- Procurement
- Program management
- Prompt injection
- Prompting practice
- Public policy
- Regulatory change
- Responsible use
- Risk assessment
- Risk register
- Roi measurement
- Shadow AI
- Stakeholder communication
- State AI law
- Third party risk
- Transparency
- US AI regulation
- Vendor due diligence
- Vulnerable populations
- Workforce enablement
- Autonomous Systems Governance Lead, robotics and physical AI edition
- Autonomous Systems Governance Lead, robotics and physical AI edition: interview questions
- Autonomous Systems Governance Lead, robotics and physical AI edition: 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
- Changelog
- 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
- Physical AI Hiring Index
- Physical AI Hiring Index: what changed
- Physical AI Hiring Index: agility robotics
- Physical AI Hiring Index: apptronik
- Physical AI Hiring Index: dexterity
- Physical AI Hiring Index: figure ai
- Physical AI Hiring Index: locus robotics
- Physical AI Hiring Index: may mobility
- Physical AI Hiring Index: motional
- Physical AI Hiring Index: nuro
- Physical AI Hiring Index: waymo
- Physical AI Hiring Index: zipline
- Physical AI Hiring Index: every open role
- Physical AI Hiring Index: jobs that name EU AI ACT
- Physical AI Hiring Index: jobs that name EU MACHINERY REGULATION
- Physical AI Hiring Index: jobs that name FUNCTIONAL SAFETY
- Physical AI Hiring Index: jobs that name GDPR
- Physical AI Hiring Index: jobs that name UL 4600
- Physical AI Safety Engineer, autonomous systems edition
- Physical AI Safety Engineer, autonomous systems edition: interview questions
- Physical AI Safety Engineer, autonomous systems edition: 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
- Robotics AI Engineer, embodied systems edition
- Robotics AI Engineer, embodied systems edition: interview questions
- Robotics AI Engineer, embodied systems edition: 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
- Agentic systems engineering
- AI audit and independent assurance
- Applied AI engineering
- AI evaluation and testing design
- Working AI fluency
- AI infrastructure and energy policy
- 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
- Content provenance and authenticity
- 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
- Embodied AI and robotics systems
- 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
- Physical AI safety assurance
- 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