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      "input_skill": "React",
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          "rationale": null,
          "role_archetype": null,
          "slug": "ionic-developer",
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        {
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          "role_archetype": "Engineering",
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          "rationale": null,
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          "rationale": null,
          "role_archetype": null,
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          "rationale": null,
          "role_archetype": null,
          "slug": "ml-ops-engineer",
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          "rationale": null,
          "role_archetype": "Engineering",
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          "rationale": null,
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          "rationale": null,
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        "display_name": "Vendor Product Families",
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        "rationale": "Coordinate usage, licensing, and architecture decisions for major vendor software and cloud product families.",
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        "source": "db"
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      "input_skill": "AWS",
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          "display_name": ".NET Backend Developer",
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          "rationale": null,
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          "rationale": null,
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          "rationale": null,
          "role_archetype": "Engineering",
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          "display_name": "Python Backend Developer",
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          "rationale": null,
          "role_archetype": "Engineering",
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        "rationale": "Standards and protocols for integrating Pega applications.",
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        "source": "db"
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      "input_skill": "REST",
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        "rationale": "Ensure teams adhere to industry standards, security protocols, and regulatory compliance requirements.",
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      "input_skill": "REST",
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        "source": "db"
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      "input_skill": "Microservices",
      "llm_role": null,
      "roles_from_db": [
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          "display_name": "Backend Developer",
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          "rationale": null,
          "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.",
          "slug": "backend-engineer",
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          "display_name": "Node.js Backend Developer",
          "id": 82,
          "rationale": null,
          "role_archetype": "Engineering",
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          "source": "db"
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        {
          "display_name": "Scala Backend Developer",
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          "rationale": null,
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