II.
Role JSON
Structured · liverole:quantitative-analyst
Quantitative Analyst json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "role:quantitative-analyst",
"_kind": "Role",
"_file": "role/roles/finance-trading-roles.yaml",
"_cluster": "role",
"attributes": {
"displayName": "Quantitative Analyst",
"isAgentic": false,
"seniority": "senior",
"requiredCapabilities": [],
"requiredDomains": [
"domain:quantitative-finance"
],
"description": "Develops mathematical models for pricing, risk, and trading strategies —\nstochastic modeling, statistical arbitrage, and backtesting frameworks.\n"
},
"outgoingEdges": [
{
"from": "role:quantitative-analyst",
"to": "skill-area:python-data-pipelines",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:quantitative-analyst",
"to": "skill-area:ml-fine-tuning",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:quantitative-analyst",
"to": "responsibility:model-validation",
"kind": "holds_responsibility",
"attributes": {}
}
],
"incomingEdges": [
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--probabilistic-modeler",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--risk-analyst",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--uncertainty-quantifier",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:quantum-computing--quantum-finance-analyst",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:decision-intelligence--agent-based-simulator",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:decision-intelligence--genetic-algorithm-optimizer",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:decision-intelligence--linear-programming-solver",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:decision-intelligence--monte-carlo-engine",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:decision-intelligence--real-options-analyzer",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:decision-intelligence--risk-distribution-fitter",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:decision-intelligence--sensitivity-analyzer",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:decision-intelligence--value-at-risk-calculator",
"to": "role:quantitative-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "org-unit:trading-desk",
"to": "role:quantitative-analyst",
"kind": "has_member",
"attributes": {}
},
{
"from": "org-unit:quant-research",
"to": "role:quantitative-analyst",
"kind": "has_member",
"attributes": {}
},
{
"from": "responsibility:financial-model-accuracy",
"to": "role:quantitative-analyst",
"kind": "held_by",
"attributes": {}
},
{
"from": "responsibility:model-validation",
"to": "role:quantitative-analyst",
"kind": "held_by",
"attributes": {}
},
{
"from": "responsibility:backtesting-validation",
"to": "role:quantitative-analyst",
"kind": "held_by",
"attributes": {}
},
{
"from": "workflow:algo-strategy-backtesting",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:algo-strategy-paper-trading",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:execution-algorithm-optimization",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:hft-latency-profiling",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:market-making-parameter-tuning",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:momentum-signal-research",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:day-trading-journal-review",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:trading-performance-attribution",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:market-risk-daily-report",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:model-risk-management-review",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:stress-testing-scenario-design",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:portfolio-rebalancing-cycle",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:portfolio-risk-attribution",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:alpha-factor-research-cycle",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:alternative-data-evaluation",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:quant-model-peer-review",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:research-notebook-reproducibility",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:signal-decay-monitoring",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:best-execution-review",
"to": "role:quantitative-analyst",
"kind": "involves_role",
"attributes": {}
}
]
}