| role:account-executive | responsibility:budget-management | Responsibility |
| role:account-executive | responsibility:metric-definition | Responsibility |
| role:partnerships-manager | responsibility:stakeholder-communication | Responsibility |
| role:partnerships-manager | responsibility:contract-negotiation | Responsibility |
| role:partnerships-manager | responsibility:vendor-evaluation | Responsibility |
| role:partnerships-manager | responsibility:budget-management | Responsibility |
| role:compliance-officer | responsibility:compliance-monitoring | Responsibility |
| role:compliance-officer | responsibility:risk-assessment | Responsibility |
| role:compliance-officer | responsibility:security-audit | Responsibility |
| role:compliance-officer | responsibility:stakeholder-communication | Responsibility |
| role:compliance-officer | responsibility:documentation | Responsibility |
| role:privacy-engineer | responsibility:compliance-monitoring | Responsibility |
| role:privacy-engineer | responsibility:access-control | Responsibility |
| role:privacy-engineer | responsibility:documentation | Responsibility |
| role:privacy-engineer | responsibility:risk-assessment | Responsibility |
| role:privacy-engineer | responsibility:security-audit | Responsibility |
| role:legal-counsel | responsibility:contract-negotiation | Responsibility |
| role:legal-counsel | responsibility:compliance-monitoring | Responsibility |
| role:legal-counsel | responsibility:risk-assessment | Responsibility |
| role:legal-counsel | responsibility:stakeholder-communication | Responsibility |
| role:audit-analyst | responsibility:security-audit | Responsibility |
| role:audit-analyst | responsibility:compliance-monitoring | Responsibility |
| role:audit-analyst | responsibility:documentation | Responsibility |
| role:audit-analyst | responsibility:risk-assessment | Responsibility |
| role:ux-writer | responsibility:content-creation | Responsibility |
| role:ux-writer | responsibility:customer-journey-mapping | Responsibility |
| role:ux-writer | responsibility:documentation | Responsibility |
| role:information-architect | responsibility:customer-journey-mapping | Responsibility |
| role:information-architect | responsibility:documentation | Responsibility |
| role:information-architect | responsibility:user-research | Responsibility |
| role:creative-director | responsibility:brand-management | Responsibility |
| role:creative-director | responsibility:content-creation | Responsibility |
| role:creative-director | responsibility:stakeholder-communication | Responsibility |
| role:creative-director | responsibility:strategic-planning | Responsibility |
| role:creative-director | responsibility:mentoring | Responsibility |
| role:brand-manager | responsibility:brand-management | Responsibility |
| role:brand-manager | responsibility:market-research | Responsibility |
| role:brand-manager | responsibility:metric-definition | Responsibility |
| role:brand-manager | responsibility:content-creation | Responsibility |
| role:brand-manager | responsibility:partnership-development | Responsibility |
| role:data-scientist | responsibility:metric-definition | Responsibility |
| role:data-scientist | responsibility:data-quality | Responsibility |
| role:data-scientist | responsibility:documentation | Responsibility |
| role:data-scientist | responsibility:knowledge-sharing | Responsibility |
| role:data-analyst | responsibility:metric-definition | Responsibility |
| role:data-analyst | responsibility:stakeholder-communication | Responsibility |
| role:data-analyst | responsibility:data-quality | Responsibility |
| role:data-analyst | responsibility:documentation | Responsibility |
| role:analytics-engineer | responsibility:data-quality | Responsibility |
| role:analytics-engineer | responsibility:documentation | Responsibility |
| role:analytics-engineer | responsibility:code-review | Responsibility |
| role:analytics-engineer | responsibility:performance-optimization | Responsibility |
| role:bi-developer | responsibility:metric-definition | Responsibility |
| role:bi-developer | responsibility:data-quality | Responsibility |
| role:bi-developer | responsibility:stakeholder-communication | Responsibility |
| role:bi-developer | responsibility:documentation | Responsibility |
| role:research-scientist | responsibility:architecture-decision | Responsibility |
| role:research-scientist | responsibility:knowledge-sharing | Responsibility |
| role:research-scientist | responsibility:documentation | Responsibility |
| role:research-scientist | responsibility:metric-definition | Responsibility |
| role:ml-ops-engineer | responsibility:deployment-management | Responsibility |
| role:ml-ops-engineer | responsibility:on-call | Responsibility |
| role:ml-ops-engineer | responsibility:capacity-planning | Responsibility |
| role:ml-ops-engineer | responsibility:performance-optimization | Responsibility |
| role:ml-ops-engineer | responsibility:documentation | Responsibility |
| role:backend-engineer | responsibility:code-review | Responsibility |
| role:backend-engineer | responsibility:on-call | Responsibility |
| role:backend-engineer | responsibility:performance-optimization | Responsibility |
| role:backend-engineer | responsibility:documentation | Responsibility |
| role:frontend-engineer | responsibility:code-review | Responsibility |
| role:frontend-engineer | responsibility:performance-optimization | Responsibility |
| role:frontend-engineer | responsibility:documentation | Responsibility |
| role:fullstack-engineer | responsibility:code-review | Responsibility |
| role:fullstack-engineer | responsibility:deployment-management | Responsibility |
| role:fullstack-engineer | responsibility:documentation | Responsibility |
| role:devops-engineer | responsibility:deployment-management | Responsibility |
| role:devops-engineer | responsibility:on-call | Responsibility |
| role:devops-engineer | responsibility:capacity-planning | Responsibility |
| role:devops-engineer | responsibility:disaster-recovery | Responsibility |
| role:sre | responsibility:incident-response | Responsibility |
| role:sre | responsibility:on-call | Responsibility |
| role:sre | responsibility:sla-management | Responsibility |
| role:sre | responsibility:capacity-planning | Responsibility |
| role:sre | responsibility:disaster-recovery | Responsibility |
| role:platform-engineer | responsibility:deployment-management | Responsibility |
| role:platform-engineer | responsibility:capacity-planning | Responsibility |
| role:platform-engineer | responsibility:knowledge-sharing | Responsibility |
| role:platform-engineer | responsibility:documentation | Responsibility |
| role:data-engineer | responsibility:data-quality | Responsibility |
| role:data-engineer | responsibility:on-call | Responsibility |
| role:data-engineer | responsibility:documentation | Responsibility |
| role:data-engineer | responsibility:performance-optimization | Responsibility |
| role:ml-engineer | responsibility:code-review | Responsibility |
| role:ml-engineer | responsibility:performance-optimization | Responsibility |
| role:ml-engineer | responsibility:on-call | Responsibility |
| role:ml-engineer | responsibility:documentation | Responsibility |
| role:security-engineer | responsibility:security-audit | Responsibility |
| role:security-engineer | responsibility:access-control | Responsibility |
| role:security-engineer | responsibility:incident-response | Responsibility |
| role:security-engineer | responsibility:risk-assessment | Responsibility |