AI Governance & Responsible AI
AI Governance & Responsible AI is an individual-contributor Data + AI career progressing from guided delivery to enterprise expertise without requiring people management.
- Función
- Data & Analytics
- Arquetipo
- Specialist
- Nivel más alto
- L6 · Senior Principal AI Governance Specialist
Para qué existe
Establishes governance, risk, policy, assurance and lifecycle controls enabling trustworthy, compliant and responsible AI.
Responsabilidades típicas
Deliver ai governance & responsible ai outcomes; apply data/AI standards; manage quality, reliability and risk; collaborate across product, engineering, security, legal and business teams; at senior levels shape enterprise standards and strategy.
Dónde se trabaja
Technology companies, data/cloud platforms, financial services, consulting, shared services, product engineering and regulated enterprises adopting Data + AI.
Cómo avanza la carrera
Associate AI Governance Specialist → AI Governance Specialist → Senior AI Governance Specialist → Lead AI Governance Specialist → Principal AI Governance Specialist → Senior Principal AI Governance Specialist
Niveles de esta carrera
Seis etapas estándar. La séptima existe solo donde la carrera la contempla.
Qué se espera en L2 · AI Governance Specialist
Apply ai governance & responsible ai capability at independently delivers standard work within a team or defined domain.
Las cinco dimensiones que cambian
- Autonomía
- Independent routine ownership
- Alcance
- Independently delivers standard work within a team or defined domain.
- Complejidad
- Moderate
- Influencia
- Immediate team
- Impacto en el negocio
- Task/team
- Ambigüedad
- Moderate
Cómo se ve un buen desempeño
Produces trustworthy ai governance & responsible ai outcomes, makes sound trade-offs, communicates evidence and risks, and demonstrates the autonomy and impact expected at L2.
Evidencia típica
Completed ai governance & responsible ai work products or production outcomes; documented decisions; measurable improvements in quality, reliability, risk, speed, cost or business outcomes; peer/stakeholder evidence of L2 scope.
Habilidades esperadas en L2
Agrupadas en humanas, profesionales y técnicas. La proficiencia meta usa la escala P1–P7, y cada fila dice qué significa ese nivel para esa habilidad.
Humanas8
| Humanas | P | De apoyo |
|---|---|---|
| Clear verbal communicationCommunication & Language | P2FoundationalDe apoyo | Applies Clear verbal communication to routine situations using established methods and controls. |
| Clear written communicationCommunication & Language | P2FoundationalDe apoyo | Applies Clear written communication to routine situations using established methods and controls. |
| CollaborationCollaboration & Relationships | P2FoundationalDe apoyo | Applies Collaboration to routine situations using established methods and controls. |
| Critical thinkingThinking & Problem Solving | P2FoundationalDe apoyo | Applies Critical thinking to routine situations using established methods and controls. |
| Cross-functional collaborationCollaboration & Relationships | P2FoundationalDe apoyo | Applies Cross-functional collaboration to routine situations using established methods and controls. |
| Learning agilityExecution & Self-Management | P2FoundationalDe apoyo | Applies Learning agility to routine situations using established methods and controls. |
| Stakeholder alignmentInfluence & Leadership Without Authority | P2FoundationalDe apoyo | Applies Stakeholder alignment to routine situations using established methods and controls. |
| Structured problem solvingThinking & Problem Solving | P2FoundationalDe apoyo | Applies Structured problem solving to routine situations using established methods and controls. |
Profesionales7
| Profesionales | P | De apoyo |
|---|---|---|
| AI governanceData & Analytics Practice | P2FoundationalCentral | Applies AI governance to routine situations using established methods and controls. |
| AI impact assessmentData & Analytics Practice | P2FoundationalDe apoyo | Applies AI impact assessment to routine situations using established methods and controls. |
| AI lifecycle governanceData & Analytics Practice | P2FoundationalDe apoyo | Applies AI lifecycle governance to routine situations using established methods and controls. |
| AI model governanceData & Analytics Practice | P2FoundationalDe apoyo | Applies AI model governance to routine situations using established methods and controls. |
| AI risk assessmentData & Analytics Practice | P2FoundationalCentral | Applies AI risk assessment to routine situations using established methods and controls. |
| AI use-case intake and approvalData & Analytics Practice | P2FoundationalDe apoyo | Applies AI use-case intake and approval to routine situations using established methods and controls. |
| Responsible AI principlesData & Analytics Practice | P2FoundationalCentral | Applies Responsible AI principles to routine situations using established methods and controls. |
Técnicas8
| Técnicas | P | De apoyo |
|---|---|---|
| AI guardrails and content safety engineeringData Science, ML & AI | P2FoundationalDe apoyo | Uses AI guardrails and content safety engineering for routine tasks with documented patterns and review. |
| AI observabilityData Science, ML & AI | P2FoundationalDe apoyo | Uses AI observability for routine tasks with documented patterns and review. |
| AI red teamingData Science, ML & AI | P2FoundationalCentral | Uses AI red teaming for routine tasks with documented patterns and review. |
| Data catalog platformsDatabases & Data Platforms | P2FoundationalDe apoyo | Uses Data catalog platforms for routine tasks with documented patterns and review. |
| Data lineage toolingDatabases & Data Platforms | P2FoundationalDe apoyo | Uses Data lineage tooling for routine tasks with documented patterns and review. |
| LLM evaluation and benchmarkingData Science, ML & AI | P2FoundationalCentral | Uses LLM evaluation and benchmarking for routine tasks with documented patterns and review. |
| Model validation testingData Science, ML & AI | P2FoundationalCentral | Uses Model validation testing for routine tasks with documented patterns and review. |
| Prompt injection and jailbreak defenseData Science, ML & AI | P2FoundationalCentral | Uses Prompt injection and jailbreak defense for routine tasks with documented patterns and review. |
Qué cambia al pasar de L2 a L3
Moving from AI Governance Specialist to Senior AI Governance Specialist means greater autonomy, complexity, scope, influence and evidence of impact—not simply more tools.
Cómo se demuestra que ya estás
Sustained evidence of operating at L3-type scope: handles representative complexity, influences expected stakeholders and produces durable measurable outcomes.
Cómo prepararse
Take on one assignment at next-level scope; seek feedback; document decisions/outcomes; mentor others where appropriate; close highest-priority skill gaps.
Carreras cercanas
Calculadas por habilidades compartidas. Es una señal para explorar, no una garantía de contratación ni de elegibilidad.
- AI Platform & MLOps EngineeringData & Analytics14 habilidades compartidas
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- Data Governance & StewardshipData & Analytics9 habilidades compartidas
- Machine Learning EngineeringData & Analytics9 habilidades compartidas
Marco de carreras v21, activo desde 17 de agosto de 2026.