II.
SkillArea JSON
Structured · liveskill-area:data-analytics
Data Analytics json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:data-analytics",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-business-ops.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Data Analytics",
"description": "SQL, dashboarding, statistical analysis, A/B testing interpretation,\nand metrics definition.\n",
"domains": [],
"expertiseLevels": [
"novice",
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:data-analytics",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:data-analytics",
"to": "specialization:decision-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
}
],
"incomingEdges": [
{
"from": "library:livebook",
"to": "skill-area:data-analytics",
"kind": "library_used_by",
"attributes": {}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:data-analytics",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:business-analysis",
"to": "skill-area:data-analytics",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:learning-analytics",
"to": "skill-area:data-analytics",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "skill-area:revenue-attribution",
"to": "skill-area:data-analytics",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "stack-profile:hr-people-analytics",
"to": "skill-area:data-analytics",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:prompt-engineering-workbench",
"to": "skill-area:data-analytics",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:data-warehouse-bi",
"to": "skill-area:data-analytics",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:time-series-analytics",
"to": "skill-area:data-analytics",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:infrastructure-cost-optimization",
"to": "skill-area:data-analytics",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:siem-platform",
"to": "skill-area:data-analytics",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:url-shortener-link-analytics",
"to": "skill-area:data-analytics",
"kind": "requires_skill_area"
},
{
"from": "lib-agent:data-engineering-analytics--bi-analytics-engineer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-strategy-advanced--strategy-monitor-agent",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:decision-intelligence--bi-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--dashboard-architect",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--dss-architect",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--insight-translator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--predictive-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--real-time-decision-engineer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:knowledge-management--knowledge-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:logistics--cross-dock-coordinator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--demand-planner",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--disposition-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--driver-operations-coordinator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--fleet-manager",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--freight-audit-specialist",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--freight-coordinator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--fulfillment-coordinator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--inventory-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--inventory-control-specialist",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--inventory-disposition-specialist",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--labor-planning-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--logistics-analytics-specialist",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--receiving-coordinator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--replenishment-planner",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--route-optimization-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--sustainability-coordinator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--transportation-planner",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--warehouse-operations-manager",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--benchmarking-coordinator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--capacity-planning-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--master-scheduler",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:operations--measurement-systems-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--operations-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--production-flow-manager",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:operations--simulation-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:operations--spc-implementation-specialist",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--value-stream-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:project-management--evm-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:project-management--schedule-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:public-relations--pr-measurement-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:supply-chain--cost-to-serve-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:supply-chain--logistics-optimization-manager",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:supply-chain--procurement-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:supply-chain--supplier-performance-manager",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:supply-chain--supply-chain-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:supply-chain--supply-chain-digitalization-lead",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:travel--data-quality-inspector",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:data-engineering-analytics--ab-test-statistical-analyzer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:data-engineering-analytics--bi-semantic-layer-generator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:business-analysis--metrics-dashboard-designer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:business-strategy-advanced--kpi-design-skill",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:customer-experience--crm-integration",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:decision-intelligence--data-storytelling",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:decision-intelligence--decision-visualization",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:decision-intelligence--kpi-tracker",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:decision-intelligence--time-series-forecaster",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:entrepreneurship--startup-metrics",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:knowledge-management--knowledge-analytics",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:logistics--abc-xyz-classifier",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:logistics--carbon-footprint-calculator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--carrier-selection-optimizer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--cross-dock-orchestrator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--cycle-count-scheduler",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:logistics--dead-stock-identifier",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:logistics--demand-forecasting-engine",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--dock-scheduling-coordinator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--driver-scheduling-optimizer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--fifo-lifo-controller",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--fleet-analytics-dashboard",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:logistics--freight-audit-validator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--incoterms-compliance-checker",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--labor-productivity-optimizer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--last-mile-delivery-optimizer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--load-optimization-calculator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--logistics-kpi-tracker",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:logistics--omnichannel-fulfillment-allocator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--predictive-maintenance-scheduler",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--returns-disposition-optimizer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--route-optimization-engine",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--safety-stock-calculator",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--shipment-visibility-tracker",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:logistics--slotting-optimization-engine",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:logistics--supply-chain-visibility-platform",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:logistics--transportation-spend-analyzer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--warehouse-simulation-modeler",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:logistics--wave-planning-optimizer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:operations--benchmarking-analyst",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:operations--capacity-planner",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:operations--changeover-optimizer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:operations--constraint-identifier",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:operations--control-chart-analyzer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:operations--cost-of-quality-analyzer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:operations--cycle-time-analyzer",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:operations--demand-forecaster",
"to": "skill-area:data-analytics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
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