Pipeline run

{
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      "is_primary": true,
      "skill_name": "Middleware"
    },
    {
      "is_primary": true,
      "skill_name": "Infrastructure"
    },
    {
      "is_primary": true,
      "skill_name": "Upgrades"
    },
    {
      "is_primary": true,
      "skill_name": "Disaster Recovery"
    },
    {
      "is_primary": false,
      "skill_name": "Networking"
    },
    {
      "is_primary": false,
      "skill_name": "Operations"
    }
  ],
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    "rationale": null,
    "role_aliases": [
      "Middleware Engineer",
      "Infrastructure Engineer"
    ],
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": null,
    "certifications": [
      "Certified in one or more web or application server technologies"
    ],
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    "ctc": null,
    "domain": {
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        "aliases": [
          "ITES",
          "BPO"
        ],
        "domain": "IT Services \u0026 Consulting"
      },
      "secondary": null
    },
    "education": [
      {
        "level": "Bachelor\u0027s",
        "qualification": "BTECH/BE/BSC - Any Discipline",
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        "requirement": "required"
      }
    ],
    "experience": {
      "max": null,
      "min": 6,
      "raw": "Typically requires a minimum of 7 years of related experience with a Bachelor\u0027s degree; or 6 years and a Master\u0027s degree; or a PhD with 3 years experience; or equivalent work experience"
    },
    "job_locations": [],
    "role": "Middleware Infrastructure Engineer",
    "role_aliases": [
      "Middleware Engineer",
      "Infrastructure Engineer"
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
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        "bullet_count": 13,
        "heading": "Duties And Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Consistently provides proven, formal mentorship",
          "last_5_words": "supported middleware infrastructure upgrades"
        },
        "text": "Consistently provides proven, formal mentorship\nHigh complexity assignments - owner\nModerate complexity assignments - owner (1 or \u003e)\nLow complexity assignments - provide oversight/review\nRegularly lead self and others and/or established as Product SME and/or established as specialist\nUnderstands How Whole Picture Aligns To Overall Ensono Strategy\nResolve issues, manage workload and balance priorities through frequent interruptions while meeting specific, time-sensitive deadlines\nMentors Others With Less Experience\nDefines standards and best practices for managing supported managed middleware products\nPlans/Coordinates DR test for supported managed middleware products\nPlans/Coordinates upgrades for supported managed middleware products\nIdentifies/schedules available training for appropriate managed middleware products\nParticipates in establishments of managed middleware product guidelines, policies \u0026 audit procedures\nExecute the roll out of complex upgrades\nUnderstand external events that may impact applications or systems (networking, operations, etc.)\nDefine the process for regular occurring supported middleware infrastructure upgrades",
        "word_count": 169
      },
      {
        "bullet_count": 0,
        "heading": "Supervisory Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "This position does not have",
          "last_5_words": "associates in the role."
        },
        "text": "This position does not have direct reports but may mentor less experienced associates in the role.",
        "word_count": 19
      }
    ],
    "urls": []
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "7704ed60-d1de-40ad-8a86-e185920d6e8e",
  "stage3_signals": {
    "alias_found": true,
    "alias_match_roles": [
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        "matched_count": null,
        "matched_skills": null,
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      },
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      },
      {
        "display_name": "Integration / Middleware Developer",
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        "matched_count": null,
        "matched_skills": null,
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        "score": 1.0,
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      }
    ],
    "kra_match_roles": [
      {
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          },
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      },
      {
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          },
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            "sentence": "Execute the roll out of complex upgrades",
            "similarity": 0.4624
          },
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        ],
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      },
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            "similarity": 0.5043
          },
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            "similarity": 0.4667
          },
          {
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          }
        ],
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      },
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        "display_name": "Drupal Dev",
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          },
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            "kra_text": "module customization and maintenance",
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          },
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          }
        ],
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        "score": 0.4545,
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      },
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          },
          {
            "kra_text": "Documents cloud security standards, approved architecture patterns, security exceptions, and remediation guidance for engineering teams.",
            "sentence": "Participates in establishments of managed middleware product guidelines, policies \u0026 audit procedures",
            "similarity": 0.4642
          },
          {
            "kra_text": "Assesses security risk and compliance posture of new cloud services, third-party SaaS integrations, and infrastructure architecture changes.",
            "sentence": "Understand external events that may impact applications or systems (networking, operations, etc. )",
            "similarity": 0.4225
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 23,
        "score": 0.4539,
        "slug": "cloud-security-engineer",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "Fullstack Developer",
        "kra_matches": null,
        "matched_count": 1,
        "matched_skills": [
          "middleware"
        ],
        "role_id": 15,
        "score": 0.25,
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      },
      {
        "display_name": "Java Backend Developer",
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        "matched_skills": [
          "middleware"
        ],
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        "score": 0.25,
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      },
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        "display_name": "Python Backend Developer",
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        "matched_count": 1,
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          "middleware"
        ],
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      },
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      }
    ]
  },
  "stage4_decision": {
    "alias_collision_detected": true,
    "case": "A",
    "chosen_role": {
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      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 178,
      "score": 1.0,
      "slug": "infrastructure-engineer",
      "total_count": null
    },
    "confidence": 0.95,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [],
    "matched_kras": [],
    "matched_skills": [],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Multi-alias tie (3 roles at 1.0) resolved by TIER_B_TITLE: Infrastructure Engineer",
    "sub_role": null
  },
  "stage5_updates": null
}

{
  "alias_matches": [
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 3713,
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      "input_term": "Middleware",
      "matched_canonical": {
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        "display_name": "middleware",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
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        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "TODO: REMOVE AFTER TESTING \u2014 alias DB write disabled",
      "alias_persisted": false,
      "existing_alias_id": 4672,
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      },
      "matched_via": "embedding_alias"
    }
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    {
      "dimension": {
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        "display_name": "ASP.NET Core Web Frameworks",
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      ]
    },
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      },
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      ]
    },
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        "source": "db"
      },
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        "source": "db"
      },
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      ]
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      },
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      ]
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    "Networking",
    "Operations"
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    "Networking",
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        "is_also_category": false,
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        "skill_nature": "CONCEPT",
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        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
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