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Pipeline run

6a1d4c15-741d-4300-8b6a-9cc05644a9b7

Pipeline LLM cost (USD)
API 1: $0.0031 API 2: $0.0003 API 3: $0.0000 Total: $0.0034

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
Nature of work · Business Analysis
Analyse cross-franchise and pan-bank requirements, document and trace business/system needs to future-state design, then plan and run test scripts, UAT, and cutover support while coordinating stakeholders and suppliers.
""capturing, validating and documenting business and system requirements""
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)
User Acceptance Testing Test Scenarios Test Scripts Business Analysis Business Analysis Tools Business Analysis Techniques
Skill cluster (1 dimension groups, role-scoped)
Cross-cutting / unaligned
User Acceptance Testing Test Scenarios Test Scripts Business Analysis Business Analysis Tools Business Analysis Techniques
Show KRA description ↓
In your new role, you'll be managing the analysis of complex cross franchise and pan bank requirements, while capturing, validating and documenting business and system requirements and making sure that they are in line with key strategic principles. In the course of your work, we'll also look to you to build, manage and maintain a positive working relationship with stakeholders and third party suppliers across multiple franchises and functions. Create and maintain documentation, as well as support controls and quality assurance for key stakeholders and suppliers Identify and support cut-over and implementation tasks Trace and link business requirements to future state design Create and execute test scenarios and test scripts at various stages of the project in order to validate the solution design Facilitate user acceptance testing and support business users in executing the user acceptance testing You'll need to hold an appropriate business analyst certification, such as BAX, CPRE and CBAP. Additionally, you'll have an analytical mindset, with strong organisational skills and the ability to prioritise your work. You'll also need: Experience of applying business analysis tools and techniques A background of delivering business analysis in a technology or IT function Strong stakeholder management skills

Signals

Skill
Alias business-analyst-tech
1.00
KRA pega-developer
0.50

Post-classification

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

Captured for admin review

User Acceptance Testing primary Business Analyst (Tech) pending
Test Scenarios primary Business Analyst (Tech) pending
Test Scripts primary Business Analyst (Tech) pending
Business Analysis primary Business Analyst (Tech) pending
Business Analysis Tools primary Business Analyst (Tech) pending
Business Analysis Techniques primary Business Analyst (Tech) pending
R&R fragment (sim 0.00) Business Analyst (Tech) pending

In your new role, you'll be managing the analysis of complex cross franchise and pan bank requirements, while capturing, validating and documenting business and system requirements and making sure tha…

Status: completed Created: 2026-05-23T11:59:49.900805Z Updated: 2026-05-23T12:00:04.982028Z API 3 duration: 1093 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

Business Analyst, VP

CASE A

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: Business Analyst, VP

Join us as a Business Analyst, VP
- Take on a critical role defining and realising fantastic solutions, processes, benefits and new opportunities to deliver to our stakeholders
- You'll be working in a vibrant, forward looking team and helping us to shape the future of our business
- It's a great chance to hit the ground running and make a tangible impact on our function
- We're offering this role at vice president level

What you'll do:
In your new role, you'll be managing the analysis of complex cross franchise and pan bank requirements, while capturing, validating and documenting business and system requirements and making sure that they are in line with key strategic principles. In the course of your work, we'll also look to you to build, manage and maintain a positive working relationship with stakeholders and third party suppliers across multiple franchises and functions.

You'll also:
- Create and maintain documentation, as well as support controls and quality assurance for key stakeholders and suppliers
- Identify and support cut-over and implementation tasks
- Trace and link business requirements to future state design
- Create and execute test scenarios and test scripts at various stages of the project in order to validate the solution design
- Facilitate user acceptance testing and support business users in executing the user acceptance testing

The skills you'll need:
You'll need to hold an appropriate business analyst certification, such as BAX, CPRE and CBAP. Additionally, you'll have an analytical mindset, with strong organisational skills and the ability to prioritise your work.

You'll also need:
- Experience of applying business analysis tools and techniques
- A background of delivering business analysis in a technology or IT function
- Strong stakeholder management skills

Hours: 45

Skills from this JD

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

User Acceptance 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
Test Scenarios 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
Test Scripts 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
Business Analysis 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
Business Analysis
Sub-category
general
Skill nature
CONCEPT
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Business Analysis Tools 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
Business Analysis
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Business Analysis Techniques 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
Business Analysis
Sub-category
general
Skill nature
CONCEPT
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed User Acceptance Testing | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed Test Scenarios | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed Test Scripts | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed Business Analysis | type=Business Analysis subtype=general nature=CONCEPT lifespan=MULTI_YEAR
canonical_skill_proposed Business Analysis Tools | type=Business Analysis subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Business Analysis Techniques | type=Business Analysis subtype=general nature=CONCEPT lifespan=MULTI_YEAR
nano JD Parser — gpt-4.1-nano click to toggle
RoleBusiness Analyst, VP
DomainOther
JD type pass

Certifications

BAX CPRE CBAP
Show raw JSON
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API 1 — extract-from-jd click to toggle
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}
API 2 — extract-details
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    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Test Scenarios",
      "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-scenarios",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Test Scripts",
      "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-scripts",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Business Analysis",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Business Analysis",
          "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": "business-analysis",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Business Analysis Tools",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Business Analysis",
          "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": "business-analysis-tools",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Business Analysis Techniques",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Business Analysis",
          "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": "business-analysis-techniques",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "User Acceptance Testing",
    "Test Scenarios",
    "Test Scripts",
    "Business Analysis",
    "Business Analysis Tools",
    "Business Analysis Techniques"
  ]
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "Business Analyst, VP",
    "id": null,
    "rationale": null,
    "role_archetype": "Engineering",
    "slug": "",
    "source": "llm"
  },
  "chosen_role_resolution": "human_review_required",
  "final_input_skills": [
    {
      "skill": "User Acceptance Testing",
      "tag": "new"
    },
    {
      "skill": "Test Scenarios",
      "tag": "new"
    },
    {
      "skill": "Test Scripts",
      "tag": "new"
    },
    {
      "skill": "Business Analysis",
      "tag": "new"
    },
    {
      "skill": "Business Analysis Tools",
      "tag": "new"
    },
    {
      "skill": "Business Analysis Techniques",
      "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": "6a1d4c15-741d-4300-8b6a-9cc05644a9b7"
}

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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