Governance and society

Responsible AI governance and risk

Responsible AI governance and risk is the work of deciding who is accountable for an AI system and how its risks are managed from design to retirement. AI companies need it because customers, regulators and boards now ask who owns the risk.

More AI systems are moving into real products, and buyers, regulators and boards want clear answers about who owns what. Founders often feel that pressure before they have anyone to meet it. These hires are tricky because the titles overlap and the work sits between engineering, legal and product. Strong candidates have usually managed risk, audit or compliance elsewhere, and can still talk to engineers without losing them.

Hiring now 6Emerging 2

Roles in this family

8 roles

Hiring nowResponsible AI LeadA Responsible AI Lead sets who owns AI risk and makes sure the controls around it work. They matter because customers, regulators and boards now ask…Hiring nowAI Risk ManagerAn AI Risk Manager identifies, assesses and tracks the risks in a company's AI systems against agreed tolerances. They give leaders a clear view of…Hiring nowAI Impact Assessment SpecialistAn AI Impact Assessment Specialist works out how an AI system could affect people and communities, then makes sure the serious risks are dealt with…EmergingAI Inventory and Governance AnalystAn AI Inventory and Governance Analyst keeps a current record of every AI system a company builds or buys, who owns it and what it must comply with…EmergingFrontier Risk and Preparedness LeadThe Frontier Risk and Preparedness Lead owns the company's plans, thresholds and responses for highly capable AI systems. They make sure serious…Hiring nowAI Governance LeadAn AI Governance Lead builds the frameworks, inventories and policies that make AI risk visible and give each system a named owner. It matters…Hiring nowResponsible AI EngineerA Responsible AI Engineer builds bias testing, transparency and provenance into AI systems. They turn risk policy into working controls, so the…Hiring nowAI EthicistAn AI Ethicist advises on the value trade-offs inside product and deployment decisions. They help a company decide what it should build and ship…

Where the people come from

Risk management, compliance, audit, technology governance or responsible AI

Not to be confused with. Governance roles do not replace engineering or legal sign-off.

Core skills

  • AI risk management
  • AI governance and assurance
  • Fairness and impact assessment
  • Technical communication

Where it is used

  • Cross-sector AI platforms
  • Consulting and business services
  • Government and public administration

Routes in and out

People move on to

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