Pipeline run

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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
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        "roles_from_db": [
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          "rationale": "Languages used to implement data pipelines, transformations, and operational glue. This is the primary coding surface for building ingestion, enrichment, and automation logic in data engineering.",
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        "roles_from_db": [
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        "roles_from_db": [
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            "role_archetype": "Engineering",
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            "role_archetype": "Engineering",
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        ],
        "skill_dimension_saved": false,
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        "skill_tag": "new",
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          "rationale": "Client-side integration with backend endpoints and third-party services, including request shaping, response handling, and synchronization with UI state. This is central to frontend work because most screens depend on remote data.",
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        "roles_from_db": [
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        "skill_dimension_saved": true,
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        "skill_tag": "in_db",
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        "roles_from_db": [
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          "rationale": "Designing backend service interfaces and contracts that other systems consume, including endpoint and operation shape, request/response payloads, schema and validation, pagination, filtering, idempotency, versioning, status codes, and backward compatibility across REST, GraphQL, gRPC, and OpenAPI-based APIs.",
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
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            "display_name": ".NET Backend Developer",
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        "skill_dimension_saved": true,
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          "rationale": "Standards and protocols for integrating Pega applications.",
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        "roles_from_db": [
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        "roles_from_db": [
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            "display_name": "Kotlin Backend Developer",
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            "role_archetype": "Engineering",
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        "role_dimension_saved": false,
        "roles_from_db": [
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            "slug": "ai-engineer",
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        "roles_from_db": [
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          "slug": "cloud-security-posture-tools",
          "source": "db"
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        "dimension_id": 64,
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
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            "slug": "cloud-security-engineer",
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          },
          {
            "display_name": "Cyber Security Engineer",
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        "roles_from_db": [
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