II.
SkillArea JSON
Structured · liveskill-area:quantitative-modeling
Quantitative Modeling json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:quantitative-modeling",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-finance-trading.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Quantitative Modeling",
"description": "Stochastic calculus, derivatives pricing, Monte Carlo simulation,\nand factor models.\n",
"domains": [],
"expertiseLevels": [
"novice",
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:quantitative-modeling",
"to": "domain:quantitative-finance",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:quantitative-modeling",
"to": "specialization:nanotechnology",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:quantitative-modeling",
"to": "specialization:chemical-engineering",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:quantitative-modeling",
"to": "specialization:industrial-engineering",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
}
],
"incomingEdges": [
{
"from": "skill-area:financial-modeling",
"to": "skill-area:quantitative-modeling",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "lib-agent:decision-intelligence--bayesian-analyst",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--mcda-facilitator",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--predictive-analyst",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:decision-intelligence--probabilistic-modeler",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--real-time-decision-engineer",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--risk-analyst",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--trade-off-analyst",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--uncertainty-quantifier",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:logistics--fulfillment-coordinator",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--last-mile-coordinator",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--network-planning-analyst",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--route-optimization-analyst",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:logistics--transportation-planner",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
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"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
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"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--demand-planning-analyst",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:operations--master-scheduler",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--production-flow-manager",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:operations--simulation-analyst",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:project-management--schedule-analyst",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:supply-chain--capacity-planner",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
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"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
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"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
"from": "lib-agent:supply-chain--supply-chain-network-designer",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:travel--stopover-strategist",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:decision-intelligence--agent-based-simulator",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:decision-intelligence--bayesian-network-analyzer",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:decision-intelligence--calibration-trainer",
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"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:decision-intelligence--causal-inference-engine",
"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:decision-intelligence--decision-tree-builder",
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"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"to": "skill-area:quantitative-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"attributes": {
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},
{
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{
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{
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{
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}