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      "roles_from_db": [
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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.",
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        {
          "display_name": "Go Backend Developer",
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          "slug": "ml-engineer",
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          "display_name": "MLOps Engineer",
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