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Agentic AI Atlas · Quantitative Analyst
role:quantitative-analysta5c.ai
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Role JSON

role:quantitative-analyst

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Quantitative Analyst json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · role/roles/finance-trading-roles.yamlCluster · role
Record JSON
{
  "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",
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      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:quantum-computing--quantum-finance-analyst",
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      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:decision-intelligence--agent-based-simulator",
      "to": "role:quantitative-analyst",
      "kind": "lib_involves_role",
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      }
    },
    {
      "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",
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      "attributes": {
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      }
    },
    {
      "from": "lib-skill:decision-intelligence--monte-carlo-engine",
      "to": "role:quantitative-analyst",
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      "attributes": {
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      }
    },
    {
      "from": "lib-skill:decision-intelligence--real-options-analyzer",
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      "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",
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      }
    },
    {
      "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": {}
    },
    {
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      "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": {}
    }
  ]
}

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