Pipeline run

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    {
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    {
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    {
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      ]
    },
    {
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        "difficulty_hint": "well_known",
        "display_name": "Build and Packaging Tooling",
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        "rationale": "Tooling used to compile, package, and prepare Ionic apps for development and release. This cluster is coherent because Ionic developers often manage web assets, native wrappers, and environment-specific build outputs.",
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      "input_skill": "Webpack",
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          "role_archetype": null,
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    },
    {
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          "display_name": "Scala Backend Developer",
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        "source": "db"
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      "input_skill": "REST",
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          "rationale": null,
          "role_archetype": null,
          "slug": "ionic-developer",
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        {
          "display_name": "Web Developer",
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    },
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        "rationale": "Server frameworks and runtimes used to build HTTP services, controllers, middleware, and request pipelines. These frameworks shape how backend endpoints are structured and delivered.",
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          "slug": "backend-engineer",
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          "display_name": "Fullstack Developer",
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        {
          "display_name": "Fullstack Developer",
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          "rationale": null,
          "role_archetype": "Engineering",
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        },
        {
          "display_name": "Java Backend Developer",
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        },
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          "role_archetype": "Engineering",
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          "role_archetype": "Engineering",
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          "source": "db"
        }
      ]
    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "Web Application Frameworks",
        "id": 2,
        "rationale": "Server frameworks and runtimes used to build HTTP services, controllers, middleware, and request pipelines. These frameworks shape how backend endpoints are structured and delivered.",
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        "source": "db"
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      "input_skill": "Express",
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        {
          "display_name": "Backend Developer",
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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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        },
        {
          "display_name": "Fullstack Developer",
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          "rationale": null,
          "role_archetype": null,
          "slug": "full-stack-engineer",
          "source": "db"
        },
        {
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        "display_name": "UI Frameworks and Rendering",
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        "rationale": "Component frameworks and rendering models used to build browser screens, reusable UI, and interactive client flows. This is a core cluster because frontend engineers spend much of their time composing and updating view hierarchies.",
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        "source": "db"
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      "input_skill": "React Native",
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        {
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          "role_archetype": null,
          "slug": "ionic-developer",
          "source": "db"
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        {
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          "rationale": null,
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        }
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          "rationale": null,
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        },
        {
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          "role_archetype": null,
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          "source": "db"
        },
        {
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          "slug": "devops-engineer",
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          "display_name": "Fullstack Developer",
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          "rationale": null,
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          "slug": "full-stack-engineer",
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          "display_name": "Go Backend Developer",
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          "rationale": null,
          "role_archetype": "Engineering",
          "slug": "go-backend-developer",
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          "display_name": "Java Backend Developer",
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          "rationale": null,
          "role_archetype": "Engineering",
          "slug": "java-backend-developer",
          "source": "db"
        },
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          "rationale": null,
          "role_archetype": "Engineering",
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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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          "role_archetype": "Engineering",
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        "rationale": "Major cloud platforms and their core service ecosystems used to design target-state architectures, choose deployment boundaries, and evaluate managed capabilities. This is the primary substrate for cloud architecture decisions.",
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          "slug": "cloud-architect",
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      ]
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        "slug": "cloud-security-posture-tools",
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          "rationale": null,
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        "source": "db"
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      "input_skill": "AWS",
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        }
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    },
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        "rationale": "Underlying cloud providers that host the managed services or infrastructure used by the role, such as AWS, Azure, and GCP.",
        "slug": "cloud-platforms",
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      },
      "input_skill": "Amazon EC2",
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          "display_name": ".NET Backend Developer",
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          "role_archetype": "Engineering",
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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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          "slug": "cybersecurity-engineer",
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          "rationale": null,
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          "display_name": "Fullstack Developer",
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          "rationale": null,
          "role_archetype": null,
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          "role_archetype": "Engineering",
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          "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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          "display_name": "Scala Backend Developer",
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          "rationale": null,
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    },
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        "display_name": "Cloud Platforms \u0026 Hosting Providers",
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        "rationale": "Familiarity with vendor-specific hosting and backend services for deploying and scaling web applications.",
        "slug": "cloud-platforms-hosting-providers",
        "source": "db"
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      "roles_from_db": [
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          "rationale": null,
          "role_archetype": "Engineering",
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          "rationale": null,
          "role_archetype": null,
          "slug": "web-developer",
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        "rationale": "Operates and integrates vendor-specific cloud compute, storage, and hosting services.",
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        "source": "db"
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          "rationale": null,
          "role_archetype": null,
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        "rationale": "Deploying, configuring, and managing Python backends on major cloud and PaaS offerings.",
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      "input_skill": "Amazon EC2",
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      "roles_from_db": [
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          "display_name": "Python Backend Developer",
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        "rationale": "Major cloud platforms and their core service ecosystems used to design target-state architectures, choose deployment boundaries, and evaluate managed capabilities. This is the primary substrate for cloud architecture decisions.",
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          "slug": "cloud-architect",
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          "display_name": "Cloud Security Engineer",
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          "role_archetype": null,
          "slug": "cloud-security-engineer",
          "source": "db"
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    "HTML",
    "CSS",
    "JavaScript",
    "Webpack",
    "Bootstrap",
    "REST",
    "Linux",
    "Redux Thunk",
    "Redux Saga",
    "Node.js",
    "Express",
    "MongoDB",
    "React Native",
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    "Amazon S3",
    "Amazon EC2"
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  "input_llm_skills": [
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    "JavaScript",
    "Webpack",
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    "REST",
    "Linux",
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