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      "input_skill": "CSS",
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        {
          "display_name": "Web Developer",
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      "input_skill": "CSS",
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    },
    {
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        "rationale": "Languages used to implement shared mobile features across iOS and Android from a common codebase. This is the primary coding surface for hybrid app logic, UI behavior, and platform-specific branching.",
        "slug": "cross-platform-app-languages",
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        "slug": "javascript-and-typescript",
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      "input_skill": "JavaScript",
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    },
    {
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    },
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      "input_skill": "JavaScript",
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      "roles_from_db": [
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          "display_name": "Pega Developer",
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          "rationale": null,
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      ]
    },
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      "input_skill": "JavaScript",
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    },
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      "input_skill": "JavaScript",
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    },
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          "display_name": "MLOps Engineer",
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          "slug": "ml-ops-engineer",
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          "role_archetype": "Engineering",
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          "display_name": "Python Backend Developer",
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          "role_archetype": "Engineering",
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          "display_name": "Scala Backend Developer",
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          "rationale": null,
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    },
    {
      "dimension": {
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        "rationale": "Major cloud services that provide infrastructure and managed services for AI workloads.",
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          "role_archetype": "Engineering",
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      "dimension": {
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        "rationale": "Packaged tools for extracting, loading, and transforming data across systems. This dimension covers connector-based ingestion, transformation frameworks, and managed integration products.",
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    },
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      "dimension": {
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        "rationale": "Models and manages data using non-relational database systems.",
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          "role_archetype": "A Backend Engineer designs, builds, and maintains the server-side logic and data handling that power applications and services. They focus on implementing reliable business functionality, integrating with other systems, and ensuring the backend is scalable, maintainable, and observable.",
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        "rationale": "Cloud-native storage and managed data services used to place workloads, choose durability tiers, and define platform boundaries. This is a coherent cluster because architects evaluate storage fit, access patterns, and managed service tradeoffs.",
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      "input_skill": "HBase",
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