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Agentic AI Atlas · ETL Pipelines
skill-area:etl-pipelinesa5c.ai
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SkillArea JSON

skill-area:etl-pipelines

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ETL Pipelines json

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

File · domain/skill-areas/skill-areas-data-eng.yamlCluster · domain
Record JSON
{
  "id": "skill-area:etl-pipelines",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-data-eng.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "ETL Pipelines",
    "description": "Designing extract-transform-load pipelines — idempotency,\nbackfills, schema drift handling, and operational SLAs.\n",
    "domains": [
      "specialization:data-engineering-analytics"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:etl-pipelines",
      "to": "specialization:data-engineering-analytics",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:etl-pipelines",
      "to": "stack-part:scheduler",
      "kind": "uses_stack_part"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:data-analysis",
      "to": "skill-area:etl-pipelines",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:etl-testing",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-part:scheduler",
      "to": "skill-area:etl-pipelines",
      "kind": "stack_part_used_by",
      "attributes": {}
    },
    {
      "from": "stack-profile:data-lakehouse",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:batch-processing",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:data-warehouse-bi",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:data-quality-governance",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:master-data-management",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:data-pipeline-orchestration",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:etl-reverse-etl",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area"
    },
    {
      "from": "stack-profile:data-lake-stack",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area"
    },
    {
      "from": "tool:airbyte",
      "to": "skill-area:etl-pipelines",
      "kind": "used_for"
    },
    {
      "from": "tool:fivetran",
      "to": "skill-area:etl-pipelines",
      "kind": "used_for"
    },
    {
      "from": "tool:dagster",
      "to": "skill-area:etl-pipelines",
      "kind": "used_for"
    },
    {
      "from": "tool:prefect",
      "to": "skill-area:etl-pipelines",
      "kind": "used_for"
    },
    {
      "from": "tool:apache-beam",
      "to": "skill-area:etl-pipelines",
      "kind": "used_for"
    },
    {
      "from": "lib-agent:code-migration-modernization--data-integrity-validator",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:data-engineering-analytics--data-orchestration-engineer",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:data-engineering-analytics--migration-specialist",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:travel--python-etl-engineer",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:travel--sql-query-composer",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-agent:travel--sqlite-schema-architect",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-agent:healthcare--clinical-informatics-specialist",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:code-migration-modernization--etl-pipeline-builder",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-engineering-analytics--airflow-dag-analyzer",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:data-engineering-analytics--cdc-pattern-implementer",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:data-engineering-analytics--incremental-model-strategy-selector",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:healthcare--health-data-integration",
      "to": "skill-area:etl-pipelines",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "responsibility:data-pipeline-reliability",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:data-engineer",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:data-quality-engineer",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "role:etl-developer",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_expertise",
      "attributes": {}
    },
    {
      "from": "workflow:etl-pipeline-cost-optimization",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:data-quality-check",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:data-migration",
      "to": "skill-area:etl-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    }
  ]
}

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