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Pipeline run

fdb3ad57-9852-490b-8e2e-868e621b1cb7

Pipeline LLM cost (USD)
API 1: $0.0031 API 2: $0.0002 API 3: $0.0000 Total: $0.0033

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
role baseline loaded sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work · Full-stack debugging and tuning
Design and execute software usability tests, build/maintain automation with Selenium/Serenity BDD, analyze failures and database impacts, and report bugs and observations to the design team and clients. Prepare test scenarios from requirements and keep test coverage strong.
""Analyzing test results on database impacts, errors or bugs, and usability.""
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 (5)
Selenium Test Automation Testing Serenity BDD English
Skill cluster (1 dimension groups, role-scoped)
Cross-cutting / unaligned
Selenium Test Automation Testing Serenity BDD English
Show KRA description ↓
We are looking for a results-driven Software Tester to be responsible for designing and running tests on software usability. The Software Tester will conduct tests, analyze the results, and report observations to the design team. Resource may also interact with clients in order to understand the requirements of the product. At least -yrs of exp in Testing. Reviewing software requirements and preparing test scenarios. Executing tests on software usability. Experience with Selenium and/or Serenity BDD test framework would be an advantage. Strong test automation skills. Analyzing test results on database impacts, errors or bugs, and usability. Problem solving skills and hands on attitude. Eager to never stop learning. Strong interpersonal and communication skills. Fluent in English.

Signals

Skill
Alias
KRA full-stack-engineer
0.51

Post-classification

Centroidupdated · n=18
Alias collision log
New-role queue
New skills captured5
New KRA captured

Captured for admin review

Selenium primary Fullstack Developer pending
Serenity BDD Fullstack Developer pending
Test Automation primary Fullstack Developer pending
Testing primary Fullstack Developer pending
English Fullstack Developer pending
Status: completed Created: 2026-05-21T23:51:48.086199Z Updated: 2026-05-21T23:51:59.034990Z API 3 duration: 1031 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

Selenium

CASE B

slug: — · id: — · source: llm

Resolution: human_review_required — role not in DB; role↔dimension links may be deferred.

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

Job description

Job Title: Selenium

About Accenture:  Accenture is a leading global professional services company, providing a broad range of services in strategy and consulting, interactive, technology and operations, with digital capabilities across all of these services. We combine unmatched experience and specialized capabilities across more than 40 industries — powered by the world’s largest network of Advanced Technology and Intelligent Operations centers. With 506,000 people serving clients in more than 120 countries, Accenture brings continuous innovation to help clients improve their performance and create lasting value across their enterprises. Visit us at www.accenture.com Project Role : Tester Project Role Description : Provide expertise in the planning, constructing and execution of test scripts. Apply business and functional knowledge including testing standards, guidelines, and testing methodology to meet the teams overall test objectives. Ensure all testing results are easily accessible and understandable. Track defects to closure and keep defect repository up-to-date. Must Have Skills : Selenium Good To Have Skills : Job Requirements :  Key Responsibilities :  1 We are looking for a results-driven Software Tester to be responsible for designing and running tests on software usability The Software Tester will conduct tests, analyze the results, and report observations to the design team 3 Resource may also interact with clients in order to understand the requirements of the product Technical Experience :  1 At least -yrs of exp in Testing Reviewing software requirements and preparing test scenarios 3 Executing tests on software usability 4 Experience with Selenium and/or Serenity BDD test framework would be an advantage 5 Strong test automation skills 6 Analyzing test results on database impacts, errors or bugs, and usability Professional Attributes :  1 Problem solving skills and hands on attitude Eager to never stop learning 3 Strong interpersonal and communication skills Fluent in English Educational Qualification :  minimum 15 years of full time education university degree with focus on Computer Science 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.

Selenium 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
Testing Tools
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Serenity BDD Secondary 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
Testing Tools
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Test Automation 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
Testing Tools
Sub-category
general
Skill nature
PRACTICE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Testing 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
Testing Tools
Sub-category
general
Skill nature
PRACTICE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
English Secondary 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
Soft Skills
Sub-category
general
Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Version strategy
UNVERSIONED

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed Selenium | type=Testing Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Serenity BDD | type=Testing Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Test Automation | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed Testing | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed English | type=Soft Skills subtype=general nature=CONCEPT lifespan=EVERGREEN
nano JD Parser — gpt-4.1-nano click to toggle
RoleSelenium
CompanyAccenture
ExperienceAt least -yrs of exp in Testing
DomainIT Services & Consulting
JD type pass
Show raw JSON
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      "first_5_words": "Accenture is a leading global",
      "last_5_words": "value across their enterprises."
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    "text": "Accenture is a leading global professional services company, providing a broad range of services in strategy and consulting, interactive, technology and operations, with digital capabilities across all of these services. We combine unmatched experience and specialized capabilities across more than 40 industries \u2014 powered by the world\u2019s largest network of Advanced Technology and Intelligent Operations centers. With 506,000 people serving clients in more than 120 countries, Accenture brings continuous innovation to help clients improve their performance and create lasting value across their enterprises.",
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  "certifications": [],
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    }
  ],
  "experience": {
    "max": null,
    "min": 1,
    "raw": "At least -yrs of exp in Testing"
  },
  "job_locations": [],
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      "heading": "Technical Experience",
      "heading_was_present": true,
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      },
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      "bullet_count": 0,
      "heading": "Professional Attributes",
      "heading_was_present": true,
      "source_marker": {
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  "urls": [
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}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "Selenium"
    },
    {
      "is_primary": false,
      "skill_name": "Serenity BDD"
    },
    {
      "is_primary": true,
      "skill_name": "Test Automation"
    },
    {
      "is_primary": true,
      "skill_name": "Testing"
    },
    {
      "is_primary": false,
      "skill_name": "English"
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  ],
  "jd_role": {
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    "rationale": null,
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    "slug": ""
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  "nano_parsed": {
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    "certifications": [],
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        "qualification": "Bachelor\u0027s - Computer Science",
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      }
    ],
    "experience": {
      "max": null,
      "min": 1,
      "raw": "At least -yrs of exp in Testing"
    },
    "job_locations": [],
    "role": "Selenium",
    "role_aliases": [
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      {
        "bullet_count": 0,
        "heading": "Technical Experience",
        "heading_was_present": true,
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          "last_5_words": "and usability."
        },
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        "word_count": 56
      },
      {
        "bullet_count": 0,
        "heading": "Professional Attributes",
        "heading_was_present": true,
        "source_marker": {
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        },
        "text": "Problem solving skills and hands on attitude. Eager to never stop learning. Strong interpersonal and communication skills. Fluent in English.",
        "word_count": 27
      }
    ],
    "urls": [
      {
        "type": "website",
        "url": "www.accenture.com"
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  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "fdb3ad57-9852-490b-8e2e-868e621b1cb7",
  "stage3_signals": {
    "alias_found": false,
    "alias_match_roles": [],
    "kra_match_roles": [
      {
        "display_name": "Fullstack Developer",
        "kra_matches": [
          {
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          },
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            "similarity": 0.5027
          },
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        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 15,
        "score": 0.5055,
        "slug": "full-stack-engineer",
        "total_count": null
      },
      {
        "display_name": "Pega Developer",
        "kra_matches": [
          {
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          },
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            "sentence": "Analyzing test results on database impacts, errors or bugs, and usability.",
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          },
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            "kra_text": "Requirements analysis and process translation",
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          }
        ],
        "matched_count": null,
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        "role_id": 24,
        "score": 0.466,
        "slug": "pega-developer",
        "total_count": null
      },
      {
        "display_name": "Frontend Developer",
        "kra_matches": [
          {
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          },
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          },
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        "matched_count": null,
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      },
      {
        "display_name": "ML Ops Engineer",
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      {
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    ],
    "skill_match_roles": []
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "B",
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      "matched_count": null,
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    "confidence": 0.5055,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
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    "queued": false,
    "reasoning": "KRA-led classification on full-stack-engineer (skill weak, KRA 0.51)"
  },
  "stage5_updates": {
    "centroid_n_after": 18,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": null,
    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 2575,
        "role_display_name": "Fullstack Developer",
        "role_slug": "full-stack-engineer",
        "skill_name": "Selenium",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 2576,
        "role_display_name": "Fullstack Developer",
        "role_slug": "full-stack-engineer",
        "skill_name": "Serenity BDD",
        "status": "pending"
      },
      {
        "is_primary": true,
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        "role_display_name": "Fullstack Developer",
        "role_slug": "full-stack-engineer",
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        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2578,
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        "role_slug": "full-stack-engineer",
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        "status": "pending"
      },
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        "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": "Selenium",
    "id": null,
    "rationale": null,
    "role_archetype": "QA",
    "slug": "",
    "source": "llm"
  },
  "dimensions": [],
  "input_final_skills": [
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    "Test Automation",
    "Testing",
    "English"
  ],
  "input_llm_skills": [
    "Selenium",
    "Serenity BDD",
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    "English"
  ],
  "new_aliases_persisted": 0,
  "run_id": "fdb3ad57-9852-490b-8e2e-868e621b1cb7",
  "skills_detail": [
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Selenium",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
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        },
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        "merge_log": [],
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        "skill_id": "selenium",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Serenity BDD",
      "matched_via": null,
      "new_alias_persisted": false,
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      "new_skill_meta": {
        "derived": {
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        },
        "enrichment": null,
        "keep_log": [],
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      "source_tag": "llm",
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    {
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      "new_skill_meta": {
        "derived": {
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          "skill_nature": "PRACTICE",
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          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
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      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Testing",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Testing Tools",
          "skill_nature": "PRACTICE",
          "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": "testing",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "English",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Soft Skills",
          "skill_nature": "CONCEPT",
          "sub_category": "general",
          "typical_lifespan": "EVERGREEN",
          "version_strategy": "UNVERSIONED",
          "volatility": "STABLE"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "english",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "Selenium",
    "Serenity BDD",
    "Test Automation",
    "Testing",
    "English"
  ]
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "Selenium",
    "id": null,
    "rationale": null,
    "role_archetype": "QA",
    "slug": "",
    "source": "llm"
  },
  "chosen_role_resolution": "human_review_required",
  "final_input_skills": [
    {
      "skill": "Selenium",
      "tag": "new"
    },
    {
      "skill": "Serenity BDD",
      "tag": "new"
    },
    {
      "skill": "Test Automation",
      "tag": "new"
    },
    {
      "skill": "Testing",
      "tag": "new"
    },
    {
      "skill": "English",
      "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": "fdb3ad57-9852-490b-8e2e-868e621b1cb7"
}

LLM Calls

Every model call made for this run, in pipeline order. Click a card to see the model's response.

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