II.
Role JSON
Structured · liverole:staff-engineer
Staff Engineer json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "role:staff-engineer",
"_kind": "Role",
"_file": "role/roles/staff-engineer.yaml",
"_cluster": "role",
"attributes": {
"displayName": "Staff Engineer",
"isAgentic": false,
"seniority": "staff",
"requiredCapabilities": [],
"requiredDomains": [
"domain:software-engineering"
],
"description": "Cross-team senior IC — drives multi-team technical strategy and large initiatives.\n"
},
"outgoingEdges": [
{
"from": "role:staff-engineer",
"to": "responsibility:architecture-decision",
"kind": "holds_responsibility"
},
{
"from": "role:staff-engineer",
"to": "responsibility:code-review",
"kind": "holds_responsibility"
},
{
"from": "role:staff-engineer",
"to": "responsibility:mentoring",
"kind": "holds_responsibility"
},
{
"from": "role:staff-engineer",
"to": "responsibility:knowledge-sharing",
"kind": "holds_responsibility"
},
{
"from": "role:staff-engineer",
"to": "skill-area:c4-modeling",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:staff-engineer",
"to": "skill-area:adr-writing",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:staff-engineer",
"to": "skill-area:monorepo-extraction",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:staff-engineer",
"to": "skill-area:strangler-fig-pattern",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:staff-engineer",
"to": "skill-area:domain-driven-design",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:staff-engineer",
"to": "domain:software-engineering",
"kind": "applies_to",
"attributes": {}
}
],
"incomingEdges": [
{
"from": "lib-agent:software-architecture--staff-engineer",
"to": "role:staff-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--technical-leadership",
"to": "role:staff-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "org-unit:engineering-productivity",
"to": "role:staff-engineer",
"kind": "has_member",
"attributes": {}
},
{
"from": "org-unit:research-engineering",
"to": "role:staff-engineer",
"kind": "has_member",
"attributes": {}
},
{
"from": "org-unit:ai-enablement",
"to": "role:staff-engineer",
"kind": "has_member",
"attributes": {}
},
{
"from": "org-unit:architecture-guild",
"to": "role:staff-engineer",
"kind": "has_member",
"attributes": {}
},
{
"from": "responsibility:ai-agent-adoption-strategy",
"to": "role:staff-engineer",
"kind": "held_by",
"attributes": {}
},
{
"from": "responsibility:run-architecture-review",
"to": "role:staff-engineer",
"kind": "held_by",
"attributes": {}
},
{
"from": "responsibility:vendor-evaluation",
"to": "role:staff-engineer",
"kind": "held_by",
"attributes": {}
},
{
"from": "responsibility:dx-tooling-maintenance",
"to": "role:staff-engineer",
"kind": "held_by",
"attributes": {}
},
{
"from": "responsibility:adr-curation",
"to": "role:staff-engineer",
"kind": "held_by",
"attributes": {}
},
{
"from": "responsibility:api-design-governance",
"to": "role:staff-engineer",
"kind": "held_by",
"attributes": {}
},
{
"from": "responsibility:tech-debt-management",
"to": "role:staff-engineer",
"kind": "held_by",
"attributes": {}
},
{
"from": "responsibility:slo-definition",
"to": "role:staff-engineer",
"kind": "held_by",
"attributes": {}
},
{
"from": "role:ai-champion",
"to": "role:staff-engineer",
"kind": "delegates_to",
"attributes": {}
},
{
"from": "workflow:ad-tech-stack-setup",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:ad-fraud-detection-setup",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:avionics-integration-testing",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:mission-simulation-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:precision-agriculture-data-pipeline",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:multi-agent-orchestration-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:ai-agent-adoption-rollout",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:llm-cost-optimization",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:algorithmic-complexity-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:api-versioning-deprecation",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:graphql-schema-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:dependency-graph-audit",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:code-complexity-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:adas-validation-cycle",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:vehicle-cybersecurity-assessment",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:mro-scheduling-optimization",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:microservice-decomposition",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:event-driven-architecture-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:api-design-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:clinical-data-pipeline-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:vendor-performance-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:process-automation-assessment",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:process-simulation-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:hazop-safety-analysis",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:structural-analysis-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:mcp-server-certification",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:legacy-codebase-assessment",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:strangler-fig-migration",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:api-gateway-migration",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:codebase-health-refactoring-sprint",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:sox-controls-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:soc2-audit-preparation",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:privacy-impact-assessment",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:construction-bim-coordination",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:technology-risk-assessment",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:full-stack-system-reliability-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:product-launch-readiness",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:multi-cloud-migration-assessment",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:developer-productivity-index-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:technical-debt-portfolio-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:post-incident-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:production-readiness-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:customer-escalation-management",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:tech-radar-update",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:architectural-fitness-function-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:forecasting-model-calibration",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:decision-retrospective",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:api-rate-limiting-tuning",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:database-index-optimization",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:ci-cd-pipeline-migration",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:mobile-app-privacy-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:embedded-ota-rollback-testing",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:ml-model-versioning-governance",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:open-source-security-disclosure",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:accessibility-standards-compliance",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:architecture-decision",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:monorepo-toolchain-update",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:migration-guide-authoring",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:pcb-design-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:signal-integrity-analysis",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:bootloader-verification",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:firmware-update-rollout",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:renewable-energy-forecasting",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:RFC-process",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:vendor-evaluation-extended",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:tech-debt-sprint",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:open-source-contribution",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:erp-system-configuration",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:payment-reconciliation-audit",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:recipe-management-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:hardware-design-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:anti-cheat-system-audit",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:architecture-governance",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:slo-definition-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:growth-experimentation-platform-setup",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:clinical-trial-data-management",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:ehr-integration-testing",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:telemedicine-platform-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:remote-patient-monitoring-audit",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:succession-planning-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:hris-platform-setup",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:performance-review-cycle",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:lean-manufacturing-kaizen",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:quality-control-audit",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:chaos-game-day",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:language-version-upgrade",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
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"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:cad-design-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:content-release-pipeline",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:event-storming-session",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"kind": "involves_role",
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},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
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},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
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},
{
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},
{
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{
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},
{
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{
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{
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},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"kind": "involves_role",
"attributes": {}
},
{
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"kind": "involves_role",
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},
{
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"to": "role:staff-engineer",
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"attributes": {}
},
{
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"to": "role:staff-engineer",
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"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:supply-chain-attack-simulation",
"to": "role:staff-engineer",
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},
{
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},
{
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"kind": "involves_role",
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},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
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"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:medical-data-interoperability-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:due-diligence-deep-dive",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:ai-agent-adoption-rollout",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:tech-radar-update",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:architectural-fitness-function-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:architecture-decision",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:architecture-governance",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:slo-definition-review",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:incident-response",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:test-strategy-planning",
"to": "role:staff-engineer",
"kind": "involves_role",
"attributes": {}
}
]
}