{
  "id": "role:ai-researcher",
  "_kind": "Role",
  "_file": "role/roles/roles-expanded.yaml",
  "_cluster": "role",
  "attributes": {
    "displayName": "AI Researcher",
    "isAgentic": false,
    "requiredCapabilities": [],
    "requiredDomains": [
      "domain:ml-ai"
    ],
    "description": "Conducts fundamental and applied AI/ML research — publishes papers,\ndevelops novel architectures, and prototypes techniques that advance\nthe state of the art.\n"
  },
  "outgoingEdges": [
    {
      "from": "role:ai-researcher",
      "to": "responsibility:research-design",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:ai-researcher",
      "to": "responsibility:knowledge-sharing",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:ai-researcher",
      "to": "skill-area:deep-learning-libraries",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:ai-researcher",
      "to": "skill-area:machine-learning-frameworks",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:ai-researcher",
      "to": "skill-area:eval-driven-development",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:ai-researcher",
      "to": "domain:ml-ai",
      "kind": "applies_to",
      "attributes": {}
    },
    {
      "from": "role:ai-researcher",
      "to": "domain:machine-learning",
      "kind": "applies_to",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}