Pipeline run

{
  "final_skills": [
    {
      "is_primary": false,
      "skill_name": "Agile"
    }
  ],
  "jd_role": {
    "display_name": "Automation Tester",
    "rationale": null,
    "role_aliases": [
      "Test Automation Engineer",
      "QA Engineer",
      "Software Tester"
    ],
    "role_archetype": "QA",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": {
      "source_marker": {
        "first_5_words": "VARITE is a global staffing",
        "last_5_words": "Gaming and Entertainment, and Financial Services."
      },
      "text": "VARITE is a global staffing and IT consulting company providing technical consulting and team augmentation services to Fortune 500 Companies in USA, UK, CANADA and INDIA. VARITE is currently a primary and direct vendor to the leading corporations in the verticals of Networking, Cloud Infrastructure, Hardware and Software, Digital Marketing and Media Solutions, Clinical Diagnostics, Utilities, Gaming and Entertainment, and Financial Services.",
      "word_count": 64
    },
    "certifications": [],
    "company_name": "VARITE India Private Limited",
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [
          "Staffing",
          "Technical Consulting"
        ],
        "domain": "IT Services \u0026 Consulting"
      },
      "secondary": null
    },
    "education": [],
    "experience": {
      "max": null,
      "min": null,
      "raw": null
    },
    "job_locations": [],
    "role": "Automation Tester",
    "role_aliases": [
      "Test Automation Engineer",
      "QA Engineer",
      "Software Tester"
    ],
    "role_archetype": "QA",
    "roles_and_responsibilities": [
      {
        "bullet_count": 11,
        "heading": "About The Job:",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 \u00bfDesigns, codes, tests, debugs",
          "last_5_words": "conduct performance and scalability testing."
        },
        "text": "\u2022 \u00bfDesigns, codes, tests, debugs and documents software according to Clients systems quality standards, policies and procedures.\n\u2022 Analyzes business needs and creates software solutions.\n\u2022 Responsible for preparing design documentation.\n\u2022 Prepares test data for unit, string and parallel testing.\n\u2022 Evaluates and recommends software and hardware solutions to meet user needs.\n\u2022 Resolves customer issues with software solutions and responds to suggestions for improvements and enhancements.\n\u2022 Works with business and development teams to clarify requirements to ensure testability.\n\u2022 Drafts, revises, and maintains test plans, test cases, and automated test scripts.\n\u2022 Executes test procedures according to software requirements specifications Logs defects and makes recommendations to address defects.\n\u2022 Retests software corrections to ensure problems are resolved.\n\u2022 Documents evolution of testing procedures for future replication.\n\u2022 May conduct performance and scalability testing.",
        "word_count": 139
      },
      {
        "bullet_count": 11,
        "heading": "Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Offers limited systems recommendations",
          "last_5_words": "for future replication."
        },
        "text": "\u2022 Offers limited systems recommendations for defined business needs.\n\u2022 Creates documentation on all programming work.\n\u2022 Performs maintenance on existing software products.\n\u2022 Assists in coding, testing and debugging new software or making enhancements to existing software.\n\u2022 Writes programs according to specifications from higher-level staff.\n\u2022 Provides input into simple estimation efforts on projects.\n\u2022 Conducts a limited variety of quality-control tests and analysis to ensure that software meets or exceeds specified standards and end-user requirements.\n\u2022 Drafts and revises test plans and scripts.\n\u2022 Executes test scripts according to application requirements documentation.\n\u2022 Retests software corrections to ensure problems are resolved.\n\u2022 Documents evolution of testing cases/scripts for future replication.",
        "word_count": 134
      }
    ],
    "urls": []
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "9fa752e0-0556-43e0-bd5e-0cec3fa1cc0d",
  "stage3_signals": {
    "alias_found": true,
    "alias_match_roles": [
      {
        "display_name": "Test Automation Engineer",
        "kra_matches": null,
        "matched_count": null,
        "matched_skills": null,
        "role_id": 52,
        "score": 1.0,
        "slug": "test-automation-engineer",
        "total_count": null
      }
    ],
    "kra_match_roles": [
      {
        "display_name": "Scala Backend Developer",
        "kra_matches": [
          {
            "kra_text": "performance and reliability tuning",
            "sentence": "May conduct performance and scalability testing.",
            "similarity": 0.5831
          },
          {
            "kra_text": "defect investigation and fixes",
            "sentence": "Executes test procedures according to software requirements specifications Logs defects and makes recommendations to address defects.",
            "similarity": 0.5639
          },
          {
            "kra_text": "defect investigation and fixes",
            "sentence": "Retests software corrections to ensure problems are resolved.",
            "similarity": 0.4909
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 87,
        "score": 0.546,
        "slug": "scala-backend-developer",
        "total_count": null
      },
      {
        "display_name": "Fullstack Developer",
        "kra_matches": [
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Works with business and development teams to clarify requirements to ensure testability.",
            "similarity": 0.583
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "\u00bfDesigns, codes, tests, debugs and documents software according to Clients systems quality standards, policies and procedures.",
            "similarity": 0.5337
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Analyzes business needs and creates software solutions.",
            "similarity": 0.5096
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 15,
        "score": 0.5421,
        "slug": "full-stack-engineer",
        "total_count": null
      },
      {
        "display_name": "Java Backend Developer",
        "kra_matches": [
          {
            "kra_text": "backend performance tuning",
            "sentence": "May conduct performance and scalability testing.",
            "similarity": 0.5668
          },
          {
            "kra_text": "code refactoring and defect fixes",
            "sentence": "Assists in coding, testing and debugging new software or making enhancements to existing software.",
            "similarity": 0.5382
          },
          {
            "kra_text": "code refactoring and defect fixes",
            "sentence": "Executes test procedures according to software requirements specifications Logs defects and makes recommendations to address defects.",
            "similarity": 0.5088
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 79,
        "score": 0.538,
        "slug": "java-backend-developer",
        "total_count": null
      },
      {
        "display_name": "PHP Backend Developer",
        "kra_matches": [
          {
            "kra_text": "performance and reliability tuning",
            "sentence": "May conduct performance and scalability testing.",
            "similarity": 0.5831
          },
          {
            "kra_text": "defect diagnosis and remediation",
            "sentence": "Executes test procedures according to software requirements specifications Logs defects and makes recommendations to address defects.",
            "similarity": 0.5203
          },
          {
            "kra_text": "automated backend regression checks",
            "sentence": "Retests software corrections to ensure problems are resolved.",
            "similarity": 0.5052
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 86,
        "score": 0.5362,
        "slug": "php-backend-developer",
        "total_count": null
      },
      {
        "display_name": "Angular Frontend Developer",
        "kra_matches": [
          {
            "kra_text": "collaboration with design and QA",
            "sentence": "\u00bfDesigns, codes, tests, debugs and documents software according to Clients systems quality standards, policies and procedures.",
            "similarity": 0.5591
          },
          {
            "kra_text": "collaboration with design and QA",
            "sentence": "Works with business and development teams to clarify requirements to ensure testability.",
            "similarity": 0.529
          },
          {
            "kra_text": "defect diagnosis and fixes",
            "sentence": "Executes test procedures according to software requirements specifications Logs defects and makes recommendations to address defects.",
            "similarity": 0.5184
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 90,
        "score": 0.5355,
        "slug": "angular-frontend-developer",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "Engineering Manager",
        "kra_matches": null,
        "matched_count": 1,
        "matched_skills": [
          "Agile"
        ],
        "role_id": 121,
        "score": 1.0,
        "slug": "engineering-manager",
        "total_count": 1
      }
    ]
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "DOMAIN",
    "chosen_role": {
      "display_name": "Test Automation Engineer",
      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 52,
      "score": 0.92,
      "slug": "test-automation-engineer",
      "total_count": null
    },
    "confidence": 0.92,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [
      "Test Automation",
      "Software Quality Assurance",
      "Requirements Clarification and Testability",
      "Defect Management",
      "Test Planning and Script Maintenance",
      "Performance and Scalability Testing"
    ],
    "matched_kras": [
      "Drafts, revises, and maintains test plans, test cases, and automated test scripts",
      "Executes test procedures according to software requirements specifications",
      "Logs defects and makes recommendations to address defects",
      "Retests software corrections to ensure problems are resolved",
      "Documents evolution of testing procedures for future replication"
    ],
    "matched_skills": [
      "software",
      "test data",
      "test plans",
      "test cases",
      "automated test scripts",
      "test procedures",
      "software requirements specifications",
      "defects",
      "performance and scalability testing"
    ],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Domain=Testing \u0026 Quality; The JD centers on drafting and executing automated test scripts, test plans, retesting defects, and quality-control testing, which aligns best with test automation engineering.",
    "sub_role": null
  },
  "stage5_updates": {
    "centroid_n_after": 40,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": {
      "best_kra_similarity": 0.0,
      "queue_id": 1875,
      "r_and_r_preview": "\u2022 \u00bfDesigns, codes, tests, debugs and documents software according to Clients systems quality standards, policies and procedures.\n\u2022 Analyzes business needs and creates software solutions.\n\u2022 Responsible",
      "role_display_name": "Test Automation Engineer",
      "role_slug": "test-automation-engineer",
      "status": "pending"
    },
    "new_skills_attached": [],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}

{
  "alias_matches": [
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 868,
      "existing_alias_text": "Agile",
      "input_term": "Agile",
      "matched_canonical": {
        "category_id": 8,
        "display_name": "Agile",
        "id": 520,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "METHODOLOGY",
        "slug": "agile",
        "sub_category_id": 3594,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    }
  ],
  "candidate_roles": [
    {
      "display_name": "Engineering Manager",
      "id": 121,
      "rationale": null,
      "role_archetype": null,
      "slug": "engineering-manager",
      "source": "db"
    }
  ],
  "chosen_role": {
    "display_name": "Test Automation Engineer",
    "id": 52,
    "rationale": "Domain=Testing \u0026 Quality; The JD centers on drafting and executing automated test scripts, test plans, retesting defects, and quality-control testing, which aligns best with test automation engineering.",
    "role_archetype": "QA",
    "slug": "test-automation-engineer",
    "source": "db"
  },
  "dimensions": [
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "React Frontend Development",
        "id": 96,
        "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
        "slug": "d_init_01",
        "source": "db"
      },
      "input_skill": "Agile",
      "llm_role": null,
      "roles_from_db": []
    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "Software Concepts, Patterns \u0026 Practices",
        "id": 478,
        "rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
        "slug": "software-concepts-patterns-practices",
        "source": "db"
      },
      "input_skill": "Agile",
      "llm_role": null,
      "roles_from_db": [
        {
          "display_name": "Engineering Manager",
          "id": 121,
          "rationale": null,
          "role_archetype": null,
          "slug": "engineering-manager",
          "source": "db"
        }
      ]
    }
  ],
  "input_final_skills": [
    "Agile"
  ],
  "input_llm_skills": [
    "Agile"
  ],
  "new_aliases_persisted": 0,
  "run_id": "9fa752e0-0556-43e0-bd5e-0cec3fa1cc0d",
  "skills_detail": [
    {
      "aliases_in_db": [
        {
          "alias_text": "Agile",
          "alias_type": "CANONICAL",
          "id": 868,
          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 8,
        "display_name": "Agile",
        "id": 520,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "METHODOLOGY",
        "slug": "agile",
        "sub_category_id": 3594,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "React Frontend Development",
            "id": 96,
            "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
            "slug": "d_init_01",
            "source": "db"
          },
          "input_skill": "Agile",
          "llm_role": null,
          "roles_from_db": []
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Software Concepts, Patterns \u0026 Practices",
            "id": 478,
            "rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
            "slug": "software-concepts-patterns-practices",
            "source": "db"
          },
          "input_skill": "Agile",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Engineering Manager",
              "id": 121,
              "rationale": null,
              "role_archetype": null,
              "slug": "engineering-manager",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "Agile",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": []
}

{
  "chosen_role": {
    "display_name": "Test Automation Engineer",
    "id": 52,
    "rationale": "Domain=Testing \u0026 Quality; The JD centers on drafting and executing automated test scripts, test plans, retesting defects, and quality-control testing, which aligns best with test automation engineering.",
    "role_archetype": "QA",
    "slug": "test-automation-engineer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "Agile",
      "tag": "in_db"
    }
  ],
  "llm_cost_api1_usd": null,
  "llm_cost_api2_usd": null,
  "llm_cost_api3_usd": null,
  "llm_cost_total_usd": null,
  "persistence": {
    "items": [
      {
        "chosen_role_id": 52,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "React Frontend Development",
          "id": 96,
          "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
          "slug": "d_init_01",
          "source": "db"
        },
        "dimension_id": 96,
        "input_skill": "Agile",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [],
        "skill_dimension_saved": true,
        "skill_id": 520,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 52,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Software Concepts, Patterns \u0026 Practices",
          "id": 478,
          "rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
          "slug": "software-concepts-patterns-practices",
          "source": "db"
        },
        "dimension_id": 478,
        "input_skill": "Agile",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Engineering Manager",
            "id": 121,
            "rationale": null,
            "role_archetype": null,
            "slug": "engineering-manager",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 520,
        "skill_tag": "in_db",
        "skipped_reason": null
      }
    ],
    "new_skills_created": 0,
    "role_dimension_saved": 0,
    "skill_dimension_saved": 0,
    "skipped": 0
  },
  "planner_output": null,
  "run_id": "9fa752e0-0556-43e0-bd5e-0cec3fa1cc0d"
}