| role:VP-of-product | responsibility:engineering-roadmap | Responsibility |
| role:chief-learning-officer | responsibility:curriculum-alignment | Responsibility |
| role:chief-learning-officer | responsibility:learning-objective-measurement | Responsibility |
| role:chief-learning-officer | responsibility:accreditation-compliance | Responsibility |
| role:release-engineer | responsibility:release-coordination | Responsibility |
| role:release-engineer | responsibility:release-cadence | Responsibility |
| role:release-engineer | responsibility:deployment-management | Responsibility |
| role:build-engineer | responsibility:dx-tooling-maintenance | Responsibility |
| role:build-engineer | responsibility:release-coordination | Responsibility |
| role:chaos-engineer | responsibility:platform-reliability | Responsibility |
| role:chaos-engineer | responsibility:incident-response | Responsibility |
| role:performance-engineer | responsibility:performance-optimization | Responsibility |
| role:performance-engineer | responsibility:capacity-planning | Responsibility |
| role:infrastructure-engineer | responsibility:capacity-planning | Responsibility |
| role:infrastructure-engineer | responsibility:platform-reliability | Responsibility |
| role:infrastructure-engineer | responsibility:disaster-recovery | Responsibility |
| role:api-engineer | responsibility:api-design-governance | Responsibility |
| role:api-engineer | responsibility:documentation | Responsibility |
| role:sdk-engineer | responsibility:sdk-quality | Responsibility |
| role:sdk-engineer | responsibility:documentation | Responsibility |
| role:sdk-engineer | responsibility:release-coordination | Responsibility |
| role:distinguished-engineer | responsibility:architecture-decision | Responsibility |
| role:distinguished-engineer | responsibility:mentoring | Responsibility |
| role:distinguished-engineer | responsibility:knowledge-sharing | Responsibility |
| role:data-architect | responsibility:architecture-decision | Responsibility |
| role:data-architect | responsibility:data-quality | Responsibility |
| role:business-intelligence-analyst | responsibility:metric-definition | Responsibility |
| role:business-intelligence-analyst | responsibility:data-quality | Responsibility |
| role:data-governance-lead | responsibility:data-quality | Responsibility |
| role:data-governance-lead | responsibility:regulatory-compliance | Responsibility |
| role:data-governance-lead | responsibility:data-pipeline-reliability | Responsibility |
| role:ai-researcher | responsibility:research-design | Responsibility |
| role:ai-researcher | responsibility:knowledge-sharing | Responsibility |
| role:prompt-engineer | responsibility:prompt-quality-assurance | Responsibility |
| role:prompt-engineer | responsibility:model-quality-assurance | Responsibility |
| role:ml-infrastructure-engineer | responsibility:platform-reliability | Responsibility |
| role:ml-infrastructure-engineer | responsibility:model-quality-assurance | Responsibility |
| role:ml-infrastructure-engineer | responsibility:capacity-planning | Responsibility |
| role:ai-ethics-researcher | responsibility:model-quality-assurance | Responsibility |
| role:ai-ethics-researcher | responsibility:regulatory-compliance | Responsibility |
| role:ai-product-manager | responsibility:stakeholder-communication | Responsibility |
| role:ai-product-manager | responsibility:metric-definition | Responsibility |
| role:ui-designer | responsibility:documentation | Responsibility |
| role:ui-designer | responsibility:accessibility-compliance | Responsibility |
| role:interaction-designer | responsibility:user-research | Responsibility |
| role:interaction-designer | responsibility:accessibility-compliance | Responsibility |
| role:design-systems-engineer | responsibility:documentation | Responsibility |
| role:design-systems-engineer | responsibility:dx-tooling-maintenance | Responsibility |
| role:growth-engineer | responsibility:metric-definition | Responsibility |
| role:growth-engineer | responsibility:performance-optimization | Responsibility |
| role:chief-product-officer | responsibility:strategic-planning | Responsibility |
| role:chief-product-officer | responsibility:stakeholder-communication | Responsibility |
| role:chief-product-officer | responsibility:budget-management | Responsibility |
| role:chief-data-officer | responsibility:strategic-planning | Responsibility |
| role:chief-data-officer | responsibility:data-quality | Responsibility |
| role:chief-data-officer | responsibility:regulatory-compliance | Responsibility |
| role:chief-security-officer | responsibility:security-audit | Responsibility |
| role:chief-security-officer | responsibility:risk-assessment | Responsibility |
| role:chief-security-officer | responsibility:regulatory-compliance | Responsibility |
| role:revenue-operations-manager | responsibility:metric-definition | Responsibility |
| role:revenue-operations-manager | responsibility:stakeholder-communication | Responsibility |
| role:revenue-operations-manager | responsibility:vendor-evaluation | Responsibility |
| role:customer-experience-manager | responsibility:customer-journey-mapping | Responsibility |
| role:customer-experience-manager | responsibility:stakeholder-communication | Responsibility |
| role:product-owner | responsibility:backlog-grooming | Responsibility |
| role:product-owner | responsibility:stakeholder-communication | Responsibility |
| role:product-owner | responsibility:sprint-planning | Responsibility |
| role:security-reviewer | responsibility:security-review | Responsibility |
| role:security-reviewer | responsibility:security-audit | Responsibility |
| role:security-reviewer | responsibility:threat-modeling | Responsibility |
| role:staff-engineer | responsibility:architecture-decision | Responsibility |
| role:staff-engineer | responsibility:code-review | Responsibility |
| role:staff-engineer | responsibility:mentoring | Responsibility |
| role:staff-engineer | responsibility:knowledge-sharing | Responsibility |
| role:test-writer | responsibility:test-strategy | Responsibility |
| role:test-writer | responsibility:code-review | Responsibility |
| role:typo-fixer | responsibility:documentation | Responsibility |
| role:typo-fixer | responsibility:code-review | Responsibility |
| role:vulnerability-scanner | responsibility:security-audit | Responsibility |
| role:vulnerability-scanner | responsibility:dependency-audit | Responsibility |
| role:vulnerability-scanner | responsibility:risk-assessment | Responsibility |