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Pipeline run

7584624f-c4f0-48d0-99c6-1300360f1f0f

Pipeline LLM cost (USD)
API 1: $0.0067 API 2: $0.0001 API 3: $0.0000 Total: $0.0068

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
SPARSE JD sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work · Data Integration / ETL Development
Build and maintain Informatica PowerCenter solutions: interpret customer requirements, create technical designs, and do hands-on development in the tool. Day-to-day work centers on development, analysis, and fixing issues with strong attention to detail.
"Development activities in Informatica PowerCenter"
Tech stack maturity
Mainstream Modern
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.00 / 5
· Title match
· Has AI skill
· AI skill (primary)
· AI skill (secondary)
· On AI team
· Builds AI products
vocab breakdown (legacy)
Assistants (×1):
Frameworks (×2):
Models / concepts (×3):
Evidence — skills matched in JD (1)
Informatica PowerCenter
Skill cluster (1 dimension groups, role-scoped)
Cross-cutting / unaligned
Informatica PowerCenter
Show KRA description ↓
Development activities in Informatica PowerCenter Understanding the requirements as shared by customer and creating technical design Hands on development in the tool Senior Developer with 5 years of experience Strong analytical and problem-solving skills Excellent organizational skills and attention to detail Ability to prioritize tasks and to delegate them when appropriate Ability to function well in a high-paced

Signals

Skill
Alias
KRA flutter-developer
0.44

Post-classification

Centroidupdated · n=3
Alias collision log
New-role queue
New skills captured1
New KRA capturedyes

Captured for admin review

Informatica PowerCenter primary ERP Consultant (Mid-Market) pending
R&R fragment (sim 0.00) ERP Consultant (Mid-Market) pending

Development activities in Informatica PowerCenter Understanding the requirements as shared by customer and creating technical design Hands on development in the tool Senior Developer with 5 years of …

Status: completed Created: 2026-05-27T17:37:17.305529Z Updated: 2026-05-27T17:37:51.767969Z API 3 duration: 1735 ms
Flow Current 3-step pipeline

1 POST /skills/extract-from-jd

2 POST /skills/extract-details

3 POST /skills/final-role-output

Role Chosen role & resolution

ERP Consultant (Mid-Market)

domain · ERP — Other Platforms CASE DOMAIN

slug: erp-consultant-mid-market · id: 63 · source: db

Domain=ERP — Other Platforms; The JD centers on Informatica PowerCenter development and technical design work in an ERP/integration context, which best fits the mid-market ERP consultant category among the options.

Matched skills

Informatica PowerCenter

Matched dimensions

ERP DevelopmentTechnical DesignIntegration DevelopmentRequirements Analysis

Matched KRAs

Development activities in Informatica PowerCenterUnderstanding the requirements as shared by customerCreating technical designHands on development in the tool

Resolution: in_db — role exists in library; skill↔dim and role↔dim links saved when applicable.

0
New skills
0
Skill↔dim saved
0
Role↔dim saved
0
Skipped

Job description

About Accenture: Accenture is a global professional services company with leading capabilities in digital, cloud and security. Combining unmatched experience and specialized skills across more than 40 industries, we offer Strategy and Consulting, Interactive, Technology and Operations services-all powered by the world's largest network of Advanced Technology and Intelligent Operations centers. Our 674,000 people deliver on the promise of technology and human ingenuity every day, serving clients in more than 120 countries.We embrace the power of change to create value and shared success for our clients, people, shareholders, partners and communities. Visit us at www.accenture.com  Accenture | Let there be change We embrace change to create 360-degree value www.accenture.com

Project Role :Software Development Engineer

Project Role Description :Analyze, design, code and test multiple components of application code across one or more clients. Perform maintenance, enhancements and/or development work.

Management Level :10

Work Experience :4-6 years

Work location :Mumbai

Must Have Skills :

Good To Have Skills :

Job Requirements : 

Key Responsibilities : Development activities in Informatica PowerCenter Understanding the requirements as shared by customer and creating technical design Hands on development in the tool

Technical Experience : Senior Developer with 5 years of experience

Professional Attributes : Strong analytical and problem-solving skills Excellent organizational skills and attention to detail Ability to prioritize tasks and to delegate them when appropriate Ability to function well in a high-paced

Educational Qualification : Bachelor degree either in Information technology or Computer Science or relevant skill

15 years of full time education

Skills from this JD

Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.

Informatica PowerCenter Primary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Data Engineering Tools
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed Informatica PowerCenter | type=Data Engineering Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
nano JD Parser — gpt-4.1-nano click to toggle
RoleSoftware Development Engineer
CompanyAccenture
Experience4-6 years
DomainIT Services & Consulting
Location Mumbai, India
JD type pass
Show raw JSON
{
  "JD_type": "pass",
  "about_company": {
    "source_marker": {
      "first_5_words": "Accenture is a global professional",
      "last_5_words": "people, shareholders, partners and communities."
    },
    "text": "Accenture is a global professional services company with leading capabilities in digital, cloud and security. Combining unmatched experience and specialized skills across more than 40 industries, we offer Strategy and Consulting, Interactive, Technology and Operations services-all powered by the world\u0027s largest network of Advanced Technology and Intelligent Operations centers. Our 674,000 people deliver on the promise of technology and human ingenuity every day, serving clients in more than 120 countries.We embrace the power of change to create value and shared success for our clients, people, shareholders, partners and communities.",
    "word_count": 84
  },
  "certifications": [],
  "company_name": "Accenture",
  "ctc": null,
  "domain": {
    "primary": {
      "aliases": [
        "ITES",
        "BPO",
        "Tech Consulting"
      ],
      "domain": "IT Services \u0026 Consulting"
    },
    "secondary": null
  },
  "education": [
    {
      "level": "Bachelor\u0027s",
      "qualification": "Bachelor\u0027s - Information Technology / Computer Science",
      "raw": "Bachelor degree either in Information technology or Computer Science or relevant skill",
      "requirement": "required"
    }
  ],
  "experience": {
    "max": 6,
    "min": 4,
    "raw": "4-6 years"
  },
  "job_locations": [
    {
      "aliases": [
        "Bombay"
      ],
      "city": "Mumbai",
      "country": "India",
      "state": null,
      "work_mode": null
    }
  ],
  "role": "Software Development Engineer",
  "role_aliases": [
    "SDE",
    "Software Engineer",
    "Developer"
  ],
  "role_archetype": "Engineering",
  "roles_and_responsibilities": [
    {
      "bullet_count": 3,
      "heading": "Key Responsibilities",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Development activities in Informatica PowerCenter",
        "last_5_words": "development in the tool"
      },
      "text": "Development activities in Informatica PowerCenter\nUnderstanding the requirements as shared by customer and creating technical design\nHands on development in the tool",
      "word_count": 24
    },
    {
      "bullet_count": 0,
      "heading": "Must Have Skills",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "",
        "last_5_words": ""
      },
      "text": "",
      "word_count": 0
    },
    {
      "bullet_count": 0,
      "heading": "Good To Have Skills",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "",
        "last_5_words": ""
      },
      "text": "",
      "word_count": 0
    },
    {
      "bullet_count": 0,
      "heading": "Job Requirements",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "",
        "last_5_words": ""
      },
      "text": "",
      "word_count": 0
    },
    {
      "bullet_count": 0,
      "heading": "Technical Experience",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Senior Developer with 5 years",
        "last_5_words": "of experience"
      },
      "text": "Senior Developer with 5 years of experience",
      "word_count": 7
    },
    {
      "bullet_count": 4,
      "heading": "Professional Attributes",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Strong analytical and problem-solving skills",
        "last_5_words": "function well in a high-paced"
      },
      "text": "Strong analytical and problem-solving skills\nExcellent organizational skills and attention to detail\nAbility to prioritize tasks and to delegate them when appropriate\nAbility to function well in a high-paced",
      "word_count": 36
    }
  ],
  "urls": [
    {
      "type": "website",
      "url": "www.accenture.com"
    }
  ]
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "Informatica PowerCenter"
    }
  ],
  "jd_role": {
    "display_name": "Software Development Engineer",
    "rationale": null,
    "role_aliases": [
      "SDE",
      "Software Engineer",
      "Developer"
    ],
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": {
      "source_marker": {
        "first_5_words": "Accenture is a global professional",
        "last_5_words": "people, shareholders, partners and communities."
      },
      "text": "Accenture is a global professional services company with leading capabilities in digital, cloud and security. Combining unmatched experience and specialized skills across more than 40 industries, we offer Strategy and Consulting, Interactive, Technology and Operations services-all powered by the world\u0027s largest network of Advanced Technology and Intelligent Operations centers. Our 674,000 people deliver on the promise of technology and human ingenuity every day, serving clients in more than 120 countries.We embrace the power of change to create value and shared success for our clients, people, shareholders, partners and communities.",
      "word_count": 84
    },
    "certifications": [],
    "company_name": "Accenture",
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [
          "ITES",
          "BPO",
          "Tech Consulting"
        ],
        "domain": "IT Services \u0026 Consulting"
      },
      "secondary": null
    },
    "education": [
      {
        "level": "Bachelor\u0027s",
        "qualification": "Bachelor\u0027s - Information Technology / Computer Science",
        "raw": "Bachelor degree either in Information technology or Computer Science or relevant skill",
        "requirement": "required"
      }
    ],
    "experience": {
      "max": 6,
      "min": 4,
      "raw": "4-6 years"
    },
    "job_locations": [
      {
        "aliases": [
          "Bombay"
        ],
        "city": "Mumbai",
        "country": "India",
        "state": null,
        "work_mode": null
      }
    ],
    "role": "Software Development Engineer",
    "role_aliases": [
      "SDE",
      "Software Engineer",
      "Developer"
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 3,
        "heading": "Key Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Development activities in Informatica PowerCenter",
          "last_5_words": "development in the tool"
        },
        "text": "Development activities in Informatica PowerCenter\nUnderstanding the requirements as shared by customer and creating technical design\nHands on development in the tool",
        "word_count": 24
      },
      {
        "bullet_count": 0,
        "heading": "Must Have Skills",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "",
          "last_5_words": ""
        },
        "text": "",
        "word_count": 0
      },
      {
        "bullet_count": 0,
        "heading": "Good To Have Skills",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "",
          "last_5_words": ""
        },
        "text": "",
        "word_count": 0
      },
      {
        "bullet_count": 0,
        "heading": "Job Requirements",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "",
          "last_5_words": ""
        },
        "text": "",
        "word_count": 0
      },
      {
        "bullet_count": 0,
        "heading": "Technical Experience",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Senior Developer with 5 years",
          "last_5_words": "of experience"
        },
        "text": "Senior Developer with 5 years of experience",
        "word_count": 7
      },
      {
        "bullet_count": 4,
        "heading": "Professional Attributes",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Strong analytical and problem-solving skills",
          "last_5_words": "function well in a high-paced"
        },
        "text": "Strong analytical and problem-solving skills\nExcellent organizational skills and attention to detail\nAbility to prioritize tasks and to delegate them when appropriate\nAbility to function well in a high-paced",
        "word_count": 36
      }
    ],
    "urls": [
      {
        "type": "website",
        "url": "www.accenture.com"
      }
    ]
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "7584624f-c4f0-48d0-99c6-1300360f1f0f",
  "stage3_signals": {
    "alias_found": false,
    "alias_match_roles": [],
    "kra_match_roles": [
      {
        "display_name": "Flutter Developer",
        "kra_matches": [
          {
            "kra_text": "translate product and design requirements",
            "sentence": "Understanding the requirements as shared by customer and creating technical design",
            "similarity": 0.5964
          },
          {
            "kra_text": "optimize responsiveness and performance",
            "sentence": "Ability to function well in a high-paced",
            "similarity": 0.375
          },
          {
            "kra_text": "optimize responsiveness and performance",
            "sentence": "Ability to prioritize tasks and to delegate them when appropriate",
            "similarity": 0.3498
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 74,
        "score": 0.4404,
        "slug": "flutter-developer",
        "total_count": null
      },
      {
        "display_name": "Engineering Manager",
        "kra_matches": [
          {
            "kra_text": "facilitate technical and delivery decisions",
            "sentence": "Understanding the requirements as shared by customer and creating technical design",
            "similarity": 0.465
          },
          {
            "kra_text": "Set team goals and delivery plans",
            "sentence": "Ability to prioritize tasks and to delegate them when appropriate",
            "similarity": 0.4051
          },
          {
            "kra_text": "facilitate technical and delivery decisions",
            "sentence": "Development activities in Informatica PowerCenter",
            "similarity": 0.3814
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 121,
        "score": 0.4171,
        "slug": "engineering-manager",
        "total_count": null
      },
      {
        "display_name": "React Frontend Developer",
        "kra_matches": [
          {
            "kra_text": "translate product and design requirements",
            "sentence": "Understanding the requirements as shared by customer and creating technical design",
            "similarity": 0.5964
          },
          {
            "kra_text": "ensure accessibility and inclusive behavior",
            "sentence": "Ability to function well in a high-paced",
            "similarity": 0.3315
          },
          {
            "kra_text": "debug user-facing application issues",
            "sentence": "Senior Developer with 5 years of experience",
            "similarity": 0.311
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 89,
        "score": 0.4129,
        "slug": "react-frontend-developer",
        "total_count": null
      },
      {
        "display_name": "Pega Developer",
        "kra_matches": [
          {
            "kra_text": "Requirements analysis and process translation",
            "sentence": "Understanding the requirements as shared by customer and creating technical design",
            "similarity": 0.5284
          },
          {
            "kra_text": "Requirements analysis and process translation",
            "sentence": "Strong analytical and problem-solving skills",
            "similarity": 0.3461
          },
          {
            "kra_text": "exception, escalation, and assignment handling",
            "sentence": "Ability to prioritize tasks and to delegate them when appropriate",
            "similarity": 0.3447
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 24,
        "score": 0.4064,
        "slug": "pega-developer",
        "total_count": null
      },
      {
        "display_name": "Kotlin Backend Developer",
        "kra_matches": [
          {
            "kra_text": "service contract design",
            "sentence": "Understanding the requirements as shared by customer and creating technical design",
            "similarity": 0.4673
          },
          {
            "kra_text": "performance and reliability tuning",
            "sentence": "Development activities in Informatica PowerCenter",
            "similarity": 0.3823
          },
          {
            "kra_text": "backend refactoring and maintenance",
            "sentence": "Senior Developer with 5 years of experience",
            "similarity": 0.3402
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 84,
        "score": 0.3966,
        "slug": "kotlin-server-backend-developer",
        "total_count": null
      }
    ],
    "skill_match_roles": []
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "DOMAIN",
    "chosen_role": {
      "display_name": "ERP Consultant (Mid-Market)",
      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 63,
      "score": 0.84,
      "slug": "erp-consultant-mid-market",
      "total_count": null
    },
    "confidence": 0.84,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [
      "ERP Development",
      "Technical Design",
      "Integration Development",
      "Requirements Analysis"
    ],
    "matched_kras": [
      "Development activities in Informatica PowerCenter",
      "Understanding the requirements as shared by customer",
      "Creating technical design",
      "Hands on development in the tool"
    ],
    "matched_skills": [
      "Informatica PowerCenter"
    ],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Domain=ERP \u2014 Other Platforms; The JD centers on Informatica PowerCenter development and technical design work in an ERP/integration context, which best fits the mid-market ERP consultant category among the options.",
    "sub_role": null
  },
  "stage5_updates": {
    "centroid_n_after": 3,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": {
      "best_kra_similarity": 0.0,
      "queue_id": 1887,
      "r_and_r_preview": "Development activities in Informatica PowerCenter\nUnderstanding the requirements as shared by customer and creating technical design\nHands on development in the tool\n\nSenior Developer with 5 years of ",
      "role_display_name": "ERP Consultant (Mid-Market)",
      "role_slug": "erp-consultant-mid-market",
      "status": "pending"
    },
    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 24518,
        "role_display_name": "ERP Consultant (Mid-Market)",
        "role_slug": "erp-consultant-mid-market",
        "skill_name": "Informatica PowerCenter",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}
API 2 — extract-details
{
  "alias_matches": [],
  "candidate_roles": [],
  "chosen_role": {
    "display_name": "ERP Consultant (Mid-Market)",
    "id": 63,
    "rationale": "Domain=ERP \u2014 Other Platforms; The JD centers on Informatica PowerCenter development and technical design work in an ERP/integration context, which best fits the mid-market ERP consultant category among the options.",
    "role_archetype": null,
    "slug": "erp-consultant-mid-market",
    "source": "db"
  },
  "dimensions": [],
  "input_final_skills": [
    "Informatica PowerCenter"
  ],
  "input_llm_skills": [
    "Informatica PowerCenter"
  ],
  "new_aliases_persisted": 0,
  "run_id": "7584624f-c4f0-48d0-99c6-1300360f1f0f",
  "skills_detail": [
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Informatica PowerCenter",
      "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": "informatica-powercenter",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "Informatica PowerCenter"
  ]
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "ERP Consultant (Mid-Market)",
    "id": 63,
    "rationale": "Domain=ERP \u2014 Other Platforms; The JD centers on Informatica PowerCenter development and technical design work in an ERP/integration context, which best fits the mid-market ERP consultant category among the options.",
    "role_archetype": null,
    "slug": "erp-consultant-mid-market",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "Informatica PowerCenter",
      "tag": "new"
    }
  ],
  "llm_cost_api1_usd": null,
  "llm_cost_api2_usd": null,
  "llm_cost_api3_usd": null,
  "llm_cost_total_usd": null,
  "persistence": {
    "items": [],
    "new_skills_created": 0,
    "role_dimension_saved": 0,
    "skill_dimension_saved": 0,
    "skipped": 0
  },
  "planner_output": null,
  "run_id": "7584624f-c4f0-48d0-99c6-1300360f1f0f"
}