Pipeline run

{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "Client-Server Applications"
    },
    {
      "is_primary": true,
      "skill_name": "Database Administration"
    },
    {
      "is_primary": true,
      "skill_name": "Systems Administration"
    },
    {
      "is_primary": true,
      "skill_name": "Network Operations"
    },
    {
      "is_primary": true,
      "skill_name": "PC-based Applications"
    }
  ],
  "jd_role": {
    "display_name": "Applications Development Programmer Analyst",
    "rationale": null,
    "role_aliases": [
      "Programmer Analyst",
      "Application Developer"
    ],
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": null,
    "certifications": [],
    "company_name": "Citi",
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [
          "ITES",
          "BPO"
        ],
        "domain": "IT Services \u0026 Consulting"
      },
      "secondary": null
    },
    "education": [
      {
        "level": "Bachelor\u0027s",
        "qualification": "Bachelor\u0027s - Any Discipline",
        "raw": "Bachelor\u2019s degree/University degree or equivalent experience",
        "requirement": "required"
      }
    ],
    "experience": {
      "max": null,
      "min": 2,
      "raw": "2+ years of relevant experience"
    },
    "job_locations": [],
    "role": "Applications Development Programmer Analyst",
    "role_aliases": [
      "Programmer Analyst",
      "Application Developer"
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 7,
        "heading": "Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Utilize knowledge of applications development",
          "last_5_words": "and reporting control issues with transparency."
        },
        "text": "Utilize knowledge of applications development procedures and concepts, and basic knowledge of other technical areas to identify and define necessary system enhancements\nIdentify and analyze issues, make recommendations, and implement solutions\nUtilize knowledge of business processes, system processes, and industry standards to solve complex issues\nAnalyze information and make evaluative judgements to recommend solutions and improvements\nConduct testing and debugging, utilize script tools, and write basic code for design specifications\nAssess applicability of similar experiences and evaluate options under circumstances not covered by procedures\nDevelop working knowledge of Citi\u2019s information systems, procedures, standards, client server application development, network operations, database administration, systems administration, data center operations, and PC-based applications\nAppropriately assess risk when business decisions are made, demonstrating particular consideration for the firm\u0027s reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency.",
        "word_count": 202
      }
    ],
    "urls": []
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "00c630ac-b016-4deb-acb4-2ad51f9eeedc",
  "stage3_signals": {
    "alias_found": true,
    "alias_match_roles": [
      {
        "display_name": "Applications Development Programmer Analyst",
        "matched_count": null,
        "role_id": 17,
        "score": 1.0,
        "slug": "applications-development-programmer-analyst",
        "total_count": null
      }
    ],
    "kra_match_roles": [
      {
        "display_name": "Frontend Engineer",
        "matched_count": null,
        "role_id": 7,
        "score": 0.4091,
        "slug": "frontend-engineer",
        "total_count": null
      },
      {
        "display_name": "AI Compliance Officer",
        "matched_count": null,
        "role_id": 12,
        "score": 0.385,
        "slug": "ai-compliance-officer",
        "total_count": null
      },
      {
        "display_name": "AR/VR Engineer",
        "matched_count": null,
        "role_id": 8,
        "score": 0.3591,
        "slug": "ar-vr-engineer",
        "total_count": null
      },
      {
        "display_name": "Cybersecurity Engineer",
        "matched_count": null,
        "role_id": 5,
        "score": 0.3469,
        "slug": "cybersecurity-engineer",
        "total_count": null
      },
      {
        "display_name": "Data Engineer",
        "matched_count": null,
        "role_id": 2,
        "score": 0.3457,
        "slug": "data-engineer",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "Backend Engineer",
        "matched_count": 1,
        "role_id": 1,
        "score": 0.2,
        "slug": "backend-engineer",
        "total_count": 5
      },
      {
        "display_name": "Data Engineer",
        "matched_count": 1,
        "role_id": 2,
        "score": 0.2,
        "slug": "data-engineer",
        "total_count": 5
      },
      {
        "display_name": "ML Engineer",
        "matched_count": 1,
        "role_id": 3,
        "score": 0.2,
        "slug": "ml-engineer",
        "total_count": 5
      },
      {
        "display_name": "Cybersecurity Engineer",
        "matched_count": 1,
        "role_id": 5,
        "score": 0.2,
        "slug": "cybersecurity-engineer",
        "total_count": 5
      },
      {
        "display_name": "DevOps Engineer",
        "matched_count": 1,
        "role_id": 10,
        "score": 0.2,
        "slug": "devops-engineer",
        "total_count": 5
      }
    ]
  },
  "stage4_decision": {
    "alias_collision_detected": true,
    "case": "D",
    "chosen_role": {
      "display_name": "Applications Development Programmer Analyst",
      "matched_count": null,
      "role_id": 17,
      "score": 1.0,
      "slug": "applications-development-programmer-analyst",
      "total_count": null
    },
    "confidence": 0.95,
    "llm2_fired": true,
    "llm2_reasoning": "The JD\u2019s focus on broad application development, system enhancements, business process analysis, testing/debugging, and risk/compliance oversight aligns closely with an Applications Development Programmer Analyst role.",
    "queued": false,
    "reasoning": "LLM2 picked applications-development-programmer-analyst (confidence 0.95)"
  },
  "stage5_updates": {
    "centroid_n_after": 1,
    "centroid_updated": true,
    "collision_log_id": 61,
    "new_kra_attached": {
      "best_kra_similarity": 0.0,
      "queue_id": 36,
      "r_and_r_preview": "Utilize knowledge of applications development procedures and concepts, and basic knowledge of other technical areas to identify and define necessary system enhancements\nIdentify and analyze issues, ma",
      "role_display_name": "Applications Development Programmer Analyst",
      "role_slug": "applications-development-programmer-analyst",
      "status": "pending"
    },
    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 1355,
        "role_display_name": "Applications Development Programmer Analyst",
        "role_slug": "applications-development-programmer-analyst",
        "skill_name": "Client-Server Applications",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}

{}

{}