II.
Role JSON
Structured · liverole:operations-analyst
Operations Analyst json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "role:operations-analyst",
"_kind": "Role",
"_file": "domain/roles/roles-business-advanced.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Operations Analyst",
"isAgentic": false,
"automatability": 0.3,
"description": "Examines operational workflows and business processes to uncover bottlenecks,\nredundancies, and improvement opportunities, then models and pilots solutions\nthat increase efficiency and reduce cost. Builds dashboards and reports that\ngive operational leadership real-time visibility into key performance indicators.\nPartners with cross-functional teams to implement and sustain process changes.\n",
"seniority": "mid"
},
"outgoingEdges": [
{
"from": "role:operations-analyst",
"to": "responsibility:strategic-planning",
"kind": "holds_responsibility"
},
{
"from": "role:operations-analyst",
"to": "responsibility:financial-analysis",
"kind": "holds_responsibility"
},
{
"from": "role:operations-analyst",
"to": "responsibility:metric-definition",
"kind": "holds_responsibility"
},
{
"from": "role:operations-analyst",
"to": "responsibility:stakeholder-communication",
"kind": "holds_responsibility"
},
{
"from": "role:operations-analyst",
"to": "domain:operations",
"kind": "requires_skill",
"attributes": {
"level": "expert"
}
},
{
"from": "role:operations-analyst",
"to": "domain:business-intelligence",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
}
],
"incomingEdges": [
{
"from": "stack-profile:logistics-fleet-management",
"to": "role:operations-analyst",
"kind": "used_by_role"
},
{
"from": "stack-profile:inventory-management",
"to": "role:operations-analyst",
"kind": "used_by_role"
},
{
"from": "lib-agent:customer-experience--itil-service-manager",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:customer-experience--problem-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:entrepreneurship--ops-scaling",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--cross-dock-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--demand-planner",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--disposition-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--driver-operations-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--fleet-manager",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--freight-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--fulfillment-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--inventory-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--inventory-control-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--inventory-disposition-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--labor-planning-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--last-mile-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--logistics-analytics-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--maintenance-planner",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--network-planning-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--receiving-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--replenishment-planner",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--returns-manager",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--route-optimization-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--sustainability-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--transportation-planner",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:logistics--warehouse-operations-manager",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--warranty-claims-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--a3-coach",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--benchmarking-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--capacity-planning-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--critical-chain-project-manager",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--flow-improvement-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--internal-quality-auditor",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--kaizen-facilitator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--lean-transformation-leader",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--master-scheduler",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--measurement-systems-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--operations-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--opex-program-manager",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--process-improvement-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--production-flow-manager",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--qms-implementation-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--risk-management-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--simulation-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--six-sigma-black-belt",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--sop-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--spc-implementation-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--toc-practitioner",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--tqm-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:operations--value-stream-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:project-management--procurement-manager",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:project-management--resource-manager",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:supply-chain--capacity-planner",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:supply-chain--ddmrp-practitioner",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:supply-chain--disruption-response-manager",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:supply-chain--inventory-optimizer-agent",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:supply-chain--logistics-optimization-manager",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:supply-chain--supplier-onboarding-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:supply-chain--supply-chain-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:supply-chain--supply-chain-network-designer",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:travel--data-quality-inspector",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:travel--itinerary-narrator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:travel--stopover-strategist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:travel--traveler-profiler",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:travel--trip-scope-planner",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:industrial-engineering--a3-coach",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--capacity-planning-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--decision-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--demand-planning-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--ergonomist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--industrial-data-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--inventory-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--kaizen-facilitator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--lean-transformation-leader",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--line-balancing-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--logistics-optimizer",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--master-scheduler",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--measurement-systems-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--oee-improvement-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--operational-excellence-leader",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--operations-research-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--process-mining-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--queuing-theory-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--risk-management-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--root-cause-investigator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--simulation-modeler",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--six-sigma-black-belt",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--spc-implementation-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--standard-work-developer",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--value-stream-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--warehouse-operations-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--work-measurement-analyst",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:industrial-engineering--workstation-designer",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:arts-culture--production-manager-agent",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:healthcare--care-management-coordinator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:healthcare--operations-excellence-director",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:healthcare--quality-improvement-orchestrator",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:social-sciences--program-evaluation-specialist",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:logistics--abc-xyz-analysis",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:logistics--carrier-selection",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:logistics--cross-docking-operations",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:logistics--cycle-counting",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:logistics--dead-stock-management",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:logistics--demand-forecasting",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:logistics--distribution-network-optimization",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:logistics--driver-scheduling-compliance",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:logistics--fifo-lifo-inventory-control",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:logistics--fleet-performance-analytics",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:logistics--freight-audit-payment",
"to": "role:operations-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
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