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Pipeline run

8b51a505-45b4-4e4d-851b-8cae8bc5c68e

Pipeline LLM cost (USD)
API 1: $0.0032 API 2: $0.0003 API 3: $0.0000 Total: $0.0035

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
Nature of work · Software Testing
Design and run software usability tests, review requirements to prepare test scenarios, execute automated tests with Selenium, and analyze/report bugs, database impacts, and usability issues to the design team; may also discuss requirements with clients.
""Reviewing software requirements and preparing test scenarios""
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 (6)
Selenium Test Automation Testing Software Testing Serenity BDD Database
Skill cluster (1 dimension groups, role-scoped)
Cross-cutting / unaligned
Selenium Test Automation Testing Software Testing Serenity BDD Database
Show KRA description ↓
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 Selenium 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 1 Problem solving skills and hands on attitude Eager to never stop learning 3 Strong interpersonal and communication skills Fluent in English

Signals

Skill
Alias
KRA full-stack-engineer
0.40

Post-classification

Centroidupdated · n=2
Alias collision log
New-role queue
New skills captured6
New KRA capturedyes

Captured for admin review

Selenium primary Test Automation Engineer pending
Serenity BDD Test Automation Engineer pending
Test Automation primary Test Automation Engineer pending
Testing primary Test Automation Engineer pending
Software Testing primary Test Automation Engineer pending
Database Test Automation Engineer pending
R&R fragment (sim 0.00) Test Automation Engineer pending

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 ob…

v3 pipeline · Test Automation Engineer

pending
0 · charter approved 2026-05-22T00:30:14.096961Z 8.7s
1 · anchor awaiting_review 2026-05-22T00:30:24.129593Z 3.7s
2 · dim_gen approved 2026-05-21T23:47:35.766687Z 44.4s
3 · reconciler approved 2026-05-21T23:48:22.282988Z 108.7s
4 · typing pending
5 · placement pending
6 · containment pending
7 · enrichment pending
8 · catalog_load pending
Status: completed Created: 2026-05-22T00:30:12.913507Z Updated: 2026-05-22T00:30:25.475496Z API 3 duration: 1125 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 EXCEL_NEW

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
Software 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
Database 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
Databases
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 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 Software Testing | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed Database | type=Databases subtype=general nature=TOOL lifespan=MULTI_YEAR
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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}
API 1 — extract-from-jd click to toggle
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        "is_primary": true,
        "queue_id": 2812,
        "role_display_name": "Test Automation Engineer",
        "role_slug": "test-automation-engineer",
        "skill_name": "Test Automation",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2813,
        "role_display_name": "Test Automation Engineer",
        "role_slug": "test-automation-engineer",
        "skill_name": "Testing",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 2814,
        "role_display_name": "Test Automation Engineer",
        "role_slug": "test-automation-engineer",
        "skill_name": "Software Testing",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 2815,
        "role_display_name": "Test Automation Engineer",
        "role_slug": "test-automation-engineer",
        "skill_name": "Database",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": true,
    "v3_role_slug": "test-automation-engineer",
    "v3_run_id": "c8adfd80-1bac-4fca-9458-7ea496cfe8c8"
  }
}
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": [
    "Selenium",
    "Serenity BDD",
    "Test Automation",
    "Testing",
    "Software Testing",
    "Database"
  ],
  "input_llm_skills": [
    "Selenium",
    "Serenity BDD",
    "Test Automation",
    "Testing",
    "Software Testing",
    "Database"
  ],
  "new_aliases_persisted": 0,
  "run_id": "8b51a505-45b4-4e4d-851b-8cae8bc5c68e",
  "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": {
        "derived": {
          "category": "Testing 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": "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,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Testing 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": "serenity-bdd",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Test Automation",
      "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": "test-automation",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "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": "Software 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": "software-testing",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Database",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Databases",
          "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": "database",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "Selenium",
    "Serenity BDD",
    "Test Automation",
    "Testing",
    "Software Testing",
    "Database"
  ]
}
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": "Software Testing",
      "tag": "new"
    },
    {
      "skill": "Database",
      "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": "8b51a505-45b4-4e4d-851b-8cae8bc5c68e"
}

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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