role:data-engineer

{
  "id": "role:data-engineer",
  "_kind": "Role",
  "_file": "domain/roles/roles-engineering.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Data Engineer",
    "isAgentic": false,
    "description": "Designs and operates the data infrastructure — pipelines, warehouses, and\nstreaming systems — that move raw data from source systems to analytics and\nproduct consumers in a reliable, scalable, and governed way. Partners with data\nscientists, analysts, and product teams to understand data needs and model\ndatasets appropriately. Owns data quality monitoring and pipeline observability.\n",
    "seniority": "mid"
  },
  "outgoingEdges": [
    {
      "from": "role:data-engineer",
      "to": "responsibility:data-quality",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:data-engineer",
      "to": "responsibility:on-call",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:data-engineer",
      "to": "responsibility:documentation",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:data-engineer",
      "to": "responsibility:performance-optimization",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:data-engineer",
      "to": "domain:data-engineering",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "role:data-engineer",
      "to": "specialization:data-engineering-analytics",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "role:data-engineer",
      "to": "domain:databases",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "role:data-engineer",
      "to": "domain:cloud-infra",
      "kind": "requires_skill",
      "attributes": {
        "level": "intermediate"
      }
    },
    {
      "from": "role:data-engineer",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:data-engineer",
      "to": "skill-area:data-warehouse-modeling",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:data-engineer",
      "to": "skill-area:dbt-modeling",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:data-engineer",
      "to": "skill-area:data-quality",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:data-engineer",
      "to": "skill-area:data-lineage",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:data-engineer",
      "to": "skill-area:spark-jobs",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:data-engineer",
      "to": "skill-area:batch-vs-stream-tradeoffs",
      "kind": "requires_expertise",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "workflow:data-pipeline-deployment",
      "to": "role:data-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:ml-model-lifecycle",
      "to": "role:data-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:data-quality-monitoring",
      "to": "role:data-engineer",
      "kind": "involves_role"
    },
    {
      "from": "workflow:data-governance-review",
      "to": "role:data-engineer",
      "kind": "involves_role"
    },
    {
      "from": "org-unit:data-team",
      "to": "role:data-engineer",
      "kind": "has_member",
      "attributes": {}
    },
    {
      "from": "org-unit:data-platform-team",
      "to": "role:data-engineer",
      "kind": "has_member",
      "attributes": {}
    },
    {
      "from": "org-unit:business-intelligence-team",
      "to": "role:data-engineer",
      "kind": "has_member",
      "attributes": {}
    },
    {
      "from": "responsibility:data-quality-monitoring",
      "to": "role:data-engineer",
      "kind": "held_by",
      "attributes": {}
    },
    {
      "from": "workflow:synthetic-data-generation-pipeline",
      "to": "role:data-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:data-quality-scorecard-review",
      "to": "role:data-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:analytics-instrumentation-audit",
      "to": "role:data-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:self-serve-analytics-enablement",
      "to": "role:data-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:enterprise-data-platform-health-check",
      "to": "role:data-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:data-quality-investigation",
      "to": "role:data-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:alternative-data-evaluation",
      "to": "role:data-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:market-data-feed-validation",
      "to": "role:data-engineer",
      "kind": "involves_role",
      "attributes": {}
    }
  ]
}