II.
Domain JSON
Structured · livedomain:industrial-engineering
Industrial Engineering json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "domain:industrial-engineering",
"_kind": "Domain",
"_file": "domain/domains/science-domains.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Industrial Engineering",
"description": "Manufacturing systems, quality control, and lean operations.\n"
},
"outgoingEdges": [
{
"from": "domain:industrial-engineering",
"to": "specialization:industrial-engineering",
"kind": "contains"
}
],
"incomingEdges": [
{
"from": "skill-area:quality-control-statistical",
"to": "domain:industrial-engineering",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:lean-manufacturing",
"to": "domain:industrial-engineering",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:six-sigma",
"to": "domain:industrial-engineering",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "specialization:industrial-engineering",
"to": "domain:industrial-engineering",
"kind": "specializes"
},
{
"from": "lib-agent:industrial-engineering--a3-coach",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--capacity-planning-analyst",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--decision-analyst",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--demand-planning-analyst",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--ergonomist",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--industrial-data-analyst",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--inventory-analyst",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--kaizen-facilitator",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--lean-transformation-leader",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--line-balancing-specialist",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--logistics-optimizer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--master-scheduler",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--measurement-systems-analyst",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--oee-improvement-specialist",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--operational-excellence-leader",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--operations-research-analyst",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--process-mining-specialist",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--queuing-theory-specialist",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--risk-management-specialist",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--root-cause-investigator",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--simulation-modeler",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--six-sigma-black-belt",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--spc-implementation-specialist",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--standard-work-developer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--value-stream-analyst",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--warehouse-operations-analyst",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--work-measurement-analyst",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--workstation-designer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--capacity-planning",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--demand-forecasting",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--design-of-experiments",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--discrete-event-simulation",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--ergonomic-risk-assessment",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--five-s-implementation",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--fmea",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--inventory-optimization",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--kaizen-event",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--line-balancing",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--linear-programming",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--multi-criteria-decision-analysis",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--oee-improvement",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--production-scheduling",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--queuing-analysis",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--root-cause-analysis",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--smed",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--spc-implementation",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--standard-work-development",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--transportation-routing",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--value-stream-mapping",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--warehouse-slotting",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:industrial-engineering--workstation-design",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--a3-problem-solver",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--anthropometric-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--benchmarking-analyst",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--capacity-planner",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--control-chart-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--decision-tree-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--demand-forecaster",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--discrete-event-simulator",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--distribution-fitter",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--doe-designer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--facility-layout-optimizer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--five-s-auditor",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--fmea-facilitator",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--gage-rr-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--integer-program-solver",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--inventory-optimizer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--kaizen-event-facilitator",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--line-balancer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--linear-program-modeler",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--mcda-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--network-optimizer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--niosh-lifting-calculator",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--oee-calculator",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--operational-dashboard-generator",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--pareto-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--pdca-tracker",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--process-capability-calculator",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--process-mining-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--production-scheduler",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--queuing-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--root-cause-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--rula-reba-assessor",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--simulation-experiment-designer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--smed-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--standard-work-documenter",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--takt-time-calculator",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--time-study-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--value-stream-mapper",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--vehicle-routing-solver",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--warehouse-slotting-optimizer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--work-sampling-analyzer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:industrial-engineering--workstation-layout-designer",
"to": "domain:industrial-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "workflow:construction-schedule-optimization",
"to": "domain:industrial-engineering",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:sustainability-metrics-review",
"to": "domain:industrial-engineering",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:lean-manufacturing-kaizen",
"to": "domain:industrial-engineering",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:quality-control-audit",
"to": "domain:industrial-engineering",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:production-scheduling-optimization",
"to": "domain:industrial-engineering",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:chemical-process-safety-review",
"to": "domain:industrial-engineering",
"kind": "applies_to_domain",
"attributes": {}
}
]
}