Pipeline run

{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "Agile"
    },
    {
      "is_primary": true,
      "skill_name": "Order \u0026 Execution Management System"
    },
    {
      "is_primary": true,
      "skill_name": "Algorithmic Trading"
    },
    {
      "is_primary": true,
      "skill_name": "Smart Order Routing"
    },
    {
      "is_primary": true,
      "skill_name": "Market Data Pipelines"
    },
    {
      "is_primary": true,
      "skill_name": "Trade Analytics"
    },
    {
      "is_primary": true,
      "skill_name": "TCA"
    }
  ],
  "jd_role": {
    "display_name": "Senior Software Engineer \u2013 Trading",
    "rationale": null,
    "role_aliases": [
      "Software Engineer",
      "Senior Software Engineer",
      "Trading Software Engineer"
    ],
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": {
      "source_marker": {
        "first_5_words": "At BlackRock, we are all",
        "last_5_words": "and development opportunities to help them thrive."
      },
      "text": "At BlackRock, we are all connected by one mission: to help more and more people experience financial well-being. Our clients, and the people they serve, are saving for retirement, paying for their children\u2019s educations, buying homes and starting businesses. Their investments also help to strengthen the global economy: support businesses small and large; finance infrastructure projects that connect and power cities; and facilitate innovations that drive progress.\n\nThis mission would not be possible without our smartest investment \u2013 the one we make in our employees. It\u2019s why we\u2019re dedicated to creating an environment where our colleagues feel welcomed, valued and supported with networks, benefits and development opportunities to help them thrive.",
      "word_count": 84
    },
    "certifications": [],
    "company_name": "BlackRock",
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [
          "FinTech",
          "Trading"
        ],
        "domain": "Financial Services"
      },
      "secondary": null
    },
    "education": [
      {
        "level": "Bachelor\u0027s",
        "qualification": "BTECH/BE/BSC - Computer Science or Engineering",
        "raw": "Bachelor\u2019s or Master\u2019s degree in Computer Science or engineering preferred.",
        "requirement": "preferred"
      }
    ],
    "experience": {
      "max": null,
      "min": 8,
      "raw": "8 + years hands-on experience in Java."
    },
    "job_locations": [
      {
        "aliases": [
          "NYC"
        ],
        "city": "New York",
        "country": "United States",
        "state": "New York",
        "work_mode": "hybrid"
      },
      {
        "aliases": [],
        "city": "London",
        "country": "United Kingdom",
        "state": "England",
        "work_mode": "hybrid"
      },
      {
        "aliases": [],
        "city": "San Francisco",
        "country": "United States",
        "state": "California",
        "work_mode": "hybrid"
      },
      {
        "aliases": [
          "Gurugram"
        ],
        "city": "Gurgaon",
        "country": "India",
        "state": "Haryana",
        "work_mode": "hybrid"
      },
      {
        "aliases": [],
        "city": "Budapest",
        "country": "Hungary",
        "state": "Budapest",
        "work_mode": "hybrid"
      }
    ],
    "role": "Senior Software Engineer \u2013 Trading",
    "role_aliases": [
      "Software Engineer",
      "Senior Software Engineer",
      "Trading Software Engineer"
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 8,
        "heading": "Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Lead individual projects priorities,",
          "last_5_words": "and hiring new developers"
        },
        "text": "\u2022 Lead individual projects priorities, deadlines and deliverables using AGILE methodologies\n\u2022 Deliver high throughput, scalable, highly available, concurrent and fault tolerant software systems\n\u2022 Significantly contribute to development of Aladdin\u2019s global, multi-asset trading platform\n\u2022 Provide impact and expertise as a senior individual contributor in building various capabilities of the OEMS (Order \u0026 Execution Management System) like real-time market data pipelines, algorithmic trading, trade analytics, pre \u0026 post-trade TCA, smart order routing and integrated news feeds\n\u2022 Guide and mentor team members in order to build a highly performant team\n\u2022 Work with product management and business users to define the roadmap for the product\n\u2022 Design and develop innovative solutions to complex problems, identifying issues and roadblocks\n\u2022 Be a leader with vision and a partner in brainstorming solutions for team productivity, efficiency, training and motivating developers, and hiring new developers",
        "word_count": 134
      }
    ],
    "urls": [
      {
        "type": "linkedin",
        "url": "https://www.linkedin.com/company/blackrock"
      },
      {
        "type": "twitter",
        "url": "https://twitter.com/blackrock"
      }
    ]
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "2427642c-8a0f-4b71-b0bc-b65705562502",
  "stage3_signals": {
    "alias_found": true,
    "alias_match_roles": [
      {
        "display_name": "Backend Developer",
        "kra_matches": null,
        "matched_count": null,
        "matched_skills": null,
        "role_id": 1,
        "score": 1.0,
        "slug": "backend-engineer",
        "total_count": null
      }
    ],
    "kra_match_roles": [
      {
        "display_name": "Flutter Developer",
        "kra_matches": [
          {
            "kra_text": "collaborate with design, product, and backend teams",
            "sentence": "Work with product management and business users to define the roadmap for the product",
            "similarity": 0.5516
          },
          {
            "kra_text": "collaborate with design, product, and backend teams",
            "sentence": "Be a leader with vision and a partner in brainstorming solutions for team productivity, efficiency, training and motivating developers, and hiring new developers",
            "similarity": 0.5388
          },
          {
            "kra_text": "collaborate with design, product, and backend teams",
            "sentence": "Design and develop innovative solutions to complex problems, identifying issues and roadblocks",
            "similarity": 0.4992
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 74,
        "score": 0.5298,
        "slug": "flutter-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": "Work with product management and business users to define the roadmap for the product",
            "similarity": 0.5961
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Design and develop innovative solutions to complex problems, identifying issues and roadblocks",
            "similarity": 0.4755
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Lead individual projects priorities, deadlines and deliverables using AGILE methodologies",
            "similarity": 0.4559
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 15,
        "score": 0.5092,
        "slug": "full-stack-engineer",
        "total_count": null
      },
      {
        "display_name": "DevOps Engineer",
        "kra_matches": [
          {
            "kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
            "sentence": "Be a leader with vision and a partner in brainstorming solutions for team productivity, efficiency, training and motivating developers, and hiring new developers",
            "similarity": 0.4986
          },
          {
            "kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
            "sentence": "Lead individual projects priorities, deadlines and deliverables using AGILE methodologies",
            "similarity": 0.4444
          },
          {
            "kra_text": "Monitors CI/CD pipeline reliability, identifies bottlenecks in delivery workflows, and improves deployment frequency, lead time, and failure recovery rate.",
            "sentence": "Deliver high throughput, scalable, highly available, concurrent and fault tolerant software systems",
            "similarity": 0.4378
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 10,
        "score": 0.4603,
        "slug": "devops-engineer",
        "total_count": null
      },
      {
        "display_name": "Cloud Architect",
        "kra_matches": [
          {
            "kra_text": "Designs multi-region and multi-availability-zone cloud infrastructure architectures for high availability, fault tolerance, and horizontal scalability.",
            "sentence": "Deliver high throughput, scalable, highly available, concurrent and fault tolerant software systems",
            "similarity": 0.4865
          },
          {
            "kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
            "sentence": "Design and develop innovative solutions to complex problems, identifying issues and roadblocks",
            "similarity": 0.453
          },
          {
            "kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
            "sentence": "Be a leader with vision and a partner in brainstorming solutions for team productivity, efficiency, training and motivating developers, and hiring new developers",
            "similarity": 0.4241
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 9,
        "score": 0.4545,
        "slug": "cloud-architect",
        "total_count": null
      },
      {
        "display_name": "Angular Frontend Developer",
        "kra_matches": [
          {
            "kra_text": "collaboration with design and QA",
            "sentence": "Design and develop innovative solutions to complex problems, identifying issues and roadblocks",
            "similarity": 0.4367
          },
          {
            "kra_text": "collaboration with design and QA",
            "sentence": "Work with product management and business users to define the roadmap for the product",
            "similarity": 0.4319
          },
          {
            "kra_text": "collaboration with design and QA",
            "sentence": "Lead individual projects priorities, deadlines and deliverables using AGILE methodologies",
            "similarity": 0.426
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 90,
        "score": 0.4316,
        "slug": "angular-frontend-developer",
        "total_count": null
      }
    ],
    "skill_match_roles": []
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "A",
    "chosen_role": {
      "display_name": "Backend Developer",
      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 1,
      "score": 1.0,
      "slug": "backend-engineer",
      "total_count": null
    },
    "confidence": 1.0,
    "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": "Exact alias hit on backend-engineer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict",
    "sub_role": null
  },
  "stage5_updates": {
    "centroid_n_after": 374,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": {
      "best_kra_similarity": 0.0,
      "queue_id": 415,
      "r_and_r_preview": "\u2022 Lead individual projects priorities, deadlines and deliverables using AGILE methodologies\n\u2022 Deliver high throughput, scalable, highly available, concurrent and fault tolerant software systems\n\u2022 Sign",
      "role_display_name": "Backend Developer",
      "role_slug": "backend-engineer",
      "status": "pending"
    },
    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 7610,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Order \u0026 Execution Management System",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7611,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Algorithmic Trading",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7612,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Smart Order Routing",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7613,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Market Data Pipelines",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7614,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Trade Analytics",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7615,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "TCA",
        "status": "pending"
      }
    ],
    "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": 367,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    }
  ],
  "candidate_roles": [],
  "chosen_role": {
    "display_name": "Backend Developer",
    "id": 1,
    "rationale": "Exact alias hit on backend-engineer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict",
    "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.",
    "slug": "backend-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": []
    }
  ],
  "input_final_skills": [
    "Agile",
    "Order \u0026 Execution Management System",
    "Algorithmic Trading",
    "Smart Order Routing",
    "Market Data Pipelines",
    "Trade Analytics",
    "TCA"
  ],
  "input_llm_skills": [
    "Agile",
    "Order \u0026 Execution Management System",
    "Algorithmic Trading",
    "Smart Order Routing",
    "Market Data Pipelines",
    "Trade Analytics",
    "TCA"
  ],
  "new_aliases_persisted": 0,
  "run_id": "2427642c-8a0f-4b71-b0bc-b65705562502",
  "skills_detail": [
    {
      "aliases_in_db": [
        {
          "alias_text": "Agile",
          "alias_type": "CANONICAL",
          "id": 868,
          "is_primary": false,
          "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": 367,
        "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": []
        }
      ],
      "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
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Order \u0026 Execution Management System",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Trading Platforms",
          "skill_nature": "PLATFORM",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "order-execution-management-system",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Algorithmic Trading",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Trading Concepts",
          "skill_nature": "CONCEPT",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "algorithmic-trading",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Smart Order Routing",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Trading Concepts",
          "skill_nature": "CONCEPT",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "smart-order-routing",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Market Data Pipelines",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Data Engineering Tools",
          "skill_nature": "TOOL",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "market-data-pipelines",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Trade Analytics",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Analytics Tools",
          "skill_nature": "TOOL",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "trade-analytics",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "TCA",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Analytics Tools",
          "skill_nature": "CONCEPT",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "tca",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "Order \u0026 Execution Management System",
    "Algorithmic Trading",
    "Smart Order Routing",
    "Market Data Pipelines",
    "Trade Analytics",
    "TCA"
  ]
}

{
  "chosen_role": {
    "display_name": "Backend Developer",
    "id": 1,
    "rationale": "Exact alias hit on backend-engineer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict",
    "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.",
    "slug": "backend-engineer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "Agile",
      "tag": "in_db"
    },
    {
      "skill": "Order \u0026 Execution Management System",
      "tag": "new"
    },
    {
      "skill": "Algorithmic Trading",
      "tag": "new"
    },
    {
      "skill": "Smart Order Routing",
      "tag": "new"
    },
    {
      "skill": "Market Data Pipelines",
      "tag": "new"
    },
    {
      "skill": "Trade Analytics",
      "tag": "new"
    },
    {
      "skill": "TCA",
      "tag": "new"
    }
  ],
  "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": 1,
        "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
      }
    ],
    "new_skills_created": 0,
    "role_dimension_saved": 0,
    "skill_dimension_saved": 0,
    "skipped": 0
  },
  "planner_output": null,
  "run_id": "2427642c-8a0f-4b71-b0bc-b65705562502"
}