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Pipeline run

7e75f399-9a63-4a53-a4c1-6b344bf6a4a0

Pipeline LLM cost (USD)
API 1: $0.0102 API 2: $0.0000 API 3: $0.0000 Total: $0.0102

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
SPARSE JD role baseline loaded sources · ai_index: role_baseline · nature_of_work: jd · tech_stack_maturity: role_baseline
Nature of work · UI layout and styling
Build and maintain HTML-based digital brand assets across desktop/mobile sites, emails, banners, campaign pages and microsites, using detailed instructions to update content, archive web materials, and coordinate with teammates/vendors.
"“Manages Content for desktop and mobile sites”"
Tech stack maturity
Modern Cloud Native
Web development roles today typically target modern browser apps and integrate with cloud-hosted services, even when AI is not a core part of the work.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
1.50 / 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)
HTML
Skill cluster (1 dimension groups, role-scoped)
Cross-cutting / unaligned
HTML
Show KRA description ↓
In this role you are required to do analysis and solving of lower-complexity problems Your day to day interaction is with peers within Accenture before updating supervisors In this role you may have limited exposure with clients and/or Accenture management You will be given moderate level instruction on daily work tasks and detailed instructions on new assignments The decisions you make impact your own work and may impact the work of others You will be an individual contributor as a part of a team, with a focused scope of work Please note that this role may require you to work in rotational shifts Manages Content for desktop and mobile sites, based on requirements, content and creative received from markets / global brand teams Manages HTML build for email The role will involve management, maintenance of digital materials for the Brand including; email, banners, category pages, campaign pages, micro-sites, mobile content and promotional campaigns to the highest international standard for function, design and innovation Keep current with emerging web technologies through relevant blogs and events Assure web-based information is archived for future needs and reference Work cooperatively with key team members, clients and vendors

Signals

Skill pega-developer
1.00
Alias frontend-engineer
1.00
KRA flutter-developer
0.49

Post-classification

Centroidupdated · n=15
Alias collision log
New-role queue
New skills captured0
New KRA captured
Status: completed Created: 2026-05-27T14:27:43.488130Z Updated: 2026-05-27T14:28:25.175745Z API 3 duration: 14531 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

Web Developer

domain · Software Engineering CASE DOMAIN

slug: web-developer · id: 25 · source: db

Domain=Software Engineering; The JD focuses on managing web content, HTML email builds, digital materials for sites and campaigns, and maintaining web assets, which best matches a Web Developer role.

Matched skills

HTMLdesktop and mobile sitesemailbannerscategory pagescampaign pagesmicro-sitesmobile contentpromotional campaignsweb technologies

Matched dimensions

Web Content ManagementHTML Email DevelopmentDigital Asset MaintenanceResponsive Site Content OperationsWeb Technology AwarenessCross-functional Team Collaboration

Matched KRAs

Manages Content for desktop and mobile sitesManages HTML build for emailManage digital materials for the BrandAssure web-based information is archivedWork cooperatively with key team members, clients and vendors

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

Skill required: Marketing Operations - Web Application Development

Designation: Web Developer Analyst

Qualifications:Any Graduation

Years of Experience:3 to 5 years

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, Technology and Operations services, and Accenture Song— all powered by the world’s largest network of Advanced Technology and Intelligent Operations centers. Our 699,000 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

What would you do? Help balance increased marketing complexity and diminishing marketing resources. Drive marketing performance with deep functional and technical expertise, while accelerating time-to-market and operating efficiencies at scale through Data and Technology, Next Generation Content Services, Digital Marketing Services & Customer Engagement and Media Growth Services. Role requires Digital Marketing Ads & Promotion creation/design Creation of application programs that reside on remote servers and are delivered to the user s device over the Internet. Ability to develop web based applications using modern web technologies such as: set up and use databases, server side application that can respond to HTTP requests, or client side application which offers users an experience in client side web browsers.

What are we looking for?

• Hyper Text Markup Language (HTML)
• JavaScript
• Cascading Style Sheets (CSS) HTML, Java, CSS
• Excellent Communication Skills
• Experience in Email/Campaign Management required.
• Knowledge on Adobe Campaign Management.
• Bachelor’s degree, willing to work across different shifts
• Highly organized, detail oriented, and results focused
• HTML 4.1, XHTML 1.0, HTML 5, XML, SQL.
• DIV + CSS (Table less html) based liquid layout technique.
• CSS 1.0, CSS 2.0 (preferred), CSS 3.0 (added advantage).
• Working knowledge of JavaScript.
• Experience with Content Management Systems (Joomla, TeamSite, Vignette [added advantage] etc.).
• Working experience with content / document management on SharePoint
• Working knowledge of Website Analytics.
• Should have working knowledge of graphic editing software (Adobe Photoshop, Fireworks).
• Working experience of Responsive email/ websites.
• Good working experience on Microsoft Office products (Excel, PowerPoint, Word).
• Knowledge of SEO, Site Analysis, and Site Optimization will be added advantage
• Working experience on JIRA or Workfront would be an advantage Roles and Responsibilities:
• In this role you are required to do analysis and solving of lower-complexity problems
• Your day to day interaction is with peers within Accenture before updating supervisors
• In this role you may have limited exposure with clients and/or Accenture management
• You will be given moderate level instruction on daily work tasks and detailed instructions on new assignments
• The decisions you make impact your own work and may impact the work of others
• You will be an individual contributor as a part of a team, with a focused scope of work
• Please note that this role may require you to work in rotational shifts ? Manages Content for desktop and mobile sites, based on requirements, content and creative received from markets / global brand teams ? Manages HTML build for email ? The role will involve management, maintenance of digital materials for the Brand including; email, banners, category pages, campaign pages, micro-sites, mobile content and promotional campaigns to the highest international standard for function, design and innovation ? Keep current with emerging web technologies through relevant blogs and events ? Assure web-based information is archived for future needs and reference ? Work cooperatively with key team members, clients and vendors

Skills from this JD

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

HTML Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: HTML id=1657 · html

Aliases — catalog

  • HTML (CANONICAL) primary

Context tags (catalog)

ARIA CSS DOM HTML5 JavaScript SEO SVG W3C W3C standards canvas forms front-end development markup validation meta tags microdata responsive design semantic markup web accessibility web components

Stored enrichment (catalog DB)

Category
Language
Sub-category
Markup Language
Vendor
W3C
License
unknown
Year introduced
1993
Confidence
0.99
Version strategy
NOT_APPLICABLE

Maturity reasoning: HTML appears in the vast majority of web/front-end job descriptions and remains a core browser standard; it is not sunset or replaced by a newer markup language.

Skill profile (library / DB)

Skill nature
LANGUAGE
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
6
Sub-category id
1467
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Pega Programming Languages & DSLs Catalog dimension db id 267

    Library dimension (catalog)

    Roles linked in library: Pega Developer

  • Programming Languages & Template Languages Catalog dimension db id 359

    Library dimension (catalog)

    Roles linked in library: Drupal Dev

  • React Frontend Development Catalog dimension db id 96

    Library dimension (catalog)

  • Sitecore Development Languages Catalog dimension db id 438

    Library dimension (catalog)

    Roles linked in library: Sitecore Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Pega Programming Languages & DSLs
pega-programming-languages-dsls
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Programming Languages & Template Languages
programming-languages-template-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Sitecore Development Languages
sitecore-development-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)

All API 3 persistence rows

Same grid as the skill-extractor “Persistence items” table: one row per (skill × dimension) work item.

Skill Tag Dimension Skill↔dim Role↔dim Outcome Notes
HTML in_db
Pega Programming Languages & DSLs
pega-programming-languages-dsls
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
HTML in_db
Programming Languages & Template Languages
programming-languages-template-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
HTML in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
HTML in_db
Sitecore Development Languages
sitecore-development-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)

Library artifacts (this run)

No artifact rows for this run.
nano JD Parser — gpt-4.1-nano click to toggle
RoleWeb Developer Analyst
CompanyAccenture
Experience3 to 5 years
DomainIT Services & Consulting
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, Technology and Operations services, and Accenture Song\u2014 all powered by the world\u2019s largest network of Advanced Technology and Intelligent Operations centers. Our 699,000 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": "Any Graduation",
      "raw": "Any Graduation",
      "requirement": "required"
    }
  ],
  "experience": {
    "max": 5,
    "min": 3,
    "raw": "3 to 5 years"
  },
  "job_locations": [],
  "role": "Web Developer Analyst",
  "role_aliases": [
    "Web Developer",
    "Web Application Developer",
    "Web Analyst"
  ],
  "role_archetype": "Engineering",
  "roles_and_responsibilities": [
    {
      "bullet_count": 0,
      "heading": "Roles and Responsibilities",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "In this role you are",
        "last_5_words": "clients and vendors"
      },
      "text": "In this role you are required to do analysis and solving of lower-complexity problems\nYour day to day interaction is with peers within Accenture before updating supervisors\nIn this role you may have limited exposure with clients and/or Accenture management\nYou will be given moderate level instruction on daily work tasks and detailed instructions on new assignments\nThe decisions you make impact your own work and may impact the work of others\nYou will be an individual contributor as a part of a team, with a focused scope of work\nPlease note that this role may require you to work in rotational shifts\nManages Content for desktop and mobile sites, based on requirements, content and creative received from markets / global brand teams\nManages HTML build for email\nThe role will involve management, maintenance of digital materials for the Brand including; email, banners, category pages, campaign pages, micro-sites, mobile content and promotional campaigns to the highest international standard for function, design and innovation\nKeep current with emerging web technologies through relevant blogs and events\nAssure web-based information is archived for future needs and reference\nWork cooperatively with key team members, clients and vendors",
      "word_count": 218
    }
  ],
  "urls": [
    {
      "type": "website",
      "url": "http://www.accenture.com"
    }
  ]
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "HTML"
    }
  ],
  "jd_role": {
    "display_name": "Web Developer Analyst",
    "rationale": null,
    "role_aliases": [
      "Web Developer",
      "Web Application Developer",
      "Web Analyst"
    ],
    "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, Technology and Operations services, and Accenture Song\u2014 all powered by the world\u2019s largest network of Advanced Technology and Intelligent Operations centers. Our 699,000 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": "Any Graduation",
        "raw": "Any Graduation",
        "requirement": "required"
      }
    ],
    "experience": {
      "max": 5,
      "min": 3,
      "raw": "3 to 5 years"
    },
    "job_locations": [],
    "role": "Web Developer Analyst",
    "role_aliases": [
      "Web Developer",
      "Web Application Developer",
      "Web Analyst"
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 0,
        "heading": "Roles and Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "In this role you are",
          "last_5_words": "clients and vendors"
        },
        "text": "In this role you are required to do analysis and solving of lower-complexity problems\nYour day to day interaction is with peers within Accenture before updating supervisors\nIn this role you may have limited exposure with clients and/or Accenture management\nYou will be given moderate level instruction on daily work tasks and detailed instructions on new assignments\nThe decisions you make impact your own work and may impact the work of others\nYou will be an individual contributor as a part of a team, with a focused scope of work\nPlease note that this role may require you to work in rotational shifts\nManages Content for desktop and mobile sites, based on requirements, content and creative received from markets / global brand teams\nManages HTML build for email\nThe role will involve management, maintenance of digital materials for the Brand including; email, banners, category pages, campaign pages, micro-sites, mobile content and promotional campaigns to the highest international standard for function, design and innovation\nKeep current with emerging web technologies through relevant blogs and events\nAssure web-based information is archived for future needs and reference\nWork cooperatively with key team members, clients and vendors",
        "word_count": 218
      }
    ],
    "urls": [
      {
        "type": "website",
        "url": "http://www.accenture.com"
      }
    ]
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "7e75f399-9a63-4a53-a4c1-6b344bf6a4a0",
  "stage3_signals": {
    "alias_found": true,
    "alias_match_roles": [
      {
        "display_name": "Frontend Developer",
        "kra_matches": null,
        "matched_count": null,
        "matched_skills": null,
        "role_id": 7,
        "score": 1.0,
        "slug": "frontend-engineer",
        "total_count": null
      },
      {
        "display_name": "Web Developer",
        "kra_matches": null,
        "matched_count": null,
        "matched_skills": null,
        "role_id": 25,
        "score": 1.0,
        "slug": "web-developer",
        "total_count": null
      }
    ],
    "kra_match_roles": [
      {
        "display_name": "Flutter Developer",
        "kra_matches": [
          {
            "kra_text": "collaborate with design, product, and backend teams",
            "sentence": "Work cooperatively with key team members, clients and vendors",
            "similarity": 0.5549
          },
          {
            "kra_text": "collaborate with design, product, and backend teams",
            "sentence": "Manages Content for desktop and mobile sites, based on requirements, content and creative received from markets / global brand teams",
            "similarity": 0.4691
          },
          {
            "kra_text": "collaborate with design, product, and backend teams",
            "sentence": "The role will involve management, maintenance of digital materials for the Brand including; email, banners, category pages, campaign pages, micro-sites, mobile content and promotional campaigns to the highest international standard for function, design and innovation",
            "similarity": 0.4326
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 74,
        "score": 0.4856,
        "slug": "flutter-developer",
        "total_count": null
      },
      {
        "display_name": "Web Developer",
        "kra_matches": [
          {
            "kra_text": "maintain existing web features",
            "sentence": "Keep current with emerging web technologies through relevant blogs and events",
            "similarity": 0.4577
          },
          {
            "kra_text": "maintain existing web features",
            "sentence": "Assure web-based information is archived for future needs and reference",
            "similarity": 0.4524
          },
          {
            "kra_text": "maintain existing web features",
            "sentence": "The role will involve management, maintenance of digital materials for the Brand including; email, banners, category pages, campaign pages, micro-sites, mobile content and promotional campaigns to the highest international standard for function, design and innovation",
            "similarity": 0.426
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 25,
        "score": 0.4454,
        "slug": "web-developer",
        "total_count": null
      },
      {
        "display_name": "WordPress Dev",
        "kra_matches": [
          {
            "kra_text": "content migration and redesign support",
            "sentence": "Manages Content for desktop and mobile sites, based on requirements, content and creative received from markets / global brand teams",
            "similarity": 0.4763
          },
          {
            "kra_text": "content migration and redesign support",
            "sentence": "The role will involve management, maintenance of digital materials for the Brand including; email, banners, category pages, campaign pages, micro-sites, mobile content and promotional campaigns to the highest international standard for function, design and innovation",
            "similarity": 0.4648
          },
          {
            "kra_text": "stakeholder collaboration on site behavior",
            "sentence": "Work cooperatively with key team members, clients and vendors",
            "similarity": 0.3915
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 227,
        "score": 0.4442,
        "slug": "wordpress-dev",
        "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 cooperatively with key team members, clients and vendors",
            "similarity": 0.4704
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Manages Content for desktop and mobile sites, based on requirements, content and creative received from markets / global brand teams",
            "similarity": 0.4392
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "The role will involve management, maintenance of digital materials for the Brand including; email, banners, category pages, campaign pages, micro-sites, mobile content and promotional campaigns to the highest international standard for function, design and innovation",
            "similarity": 0.4153
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 15,
        "score": 0.4416,
        "slug": "full-stack-engineer",
        "total_count": null
      },
      {
        "display_name": "Frontend Developer",
        "kra_matches": [
          {
            "kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
            "sentence": "Manages Content for desktop and mobile sites, based on requirements, content and creative received from markets / global brand teams",
            "similarity": 0.469
          },
          {
            "kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
            "sentence": "Work cooperatively with key team members, clients and vendors",
            "similarity": 0.4152
          },
          {
            "kra_text": "Collaborates with UX designers to refine interaction details, animations, responsive breakpoints, and micro-interaction behavior.",
            "sentence": "The role will involve management, maintenance of digital materials for the Brand including; email, banners, category pages, campaign pages, micro-sites, mobile content and promotional campaigns to the highest international standard for function, design and innovation",
            "similarity": 0.4096
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 7,
        "score": 0.4313,
        "slug": "frontend-engineer",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "Pega Developer",
        "kra_matches": null,
        "matched_count": 1,
        "matched_skills": [
          "HTML"
        ],
        "role_id": 24,
        "score": 1.0,
        "slug": "pega-developer",
        "total_count": 1
      },
      {
        "display_name": "Drupal Dev",
        "kra_matches": null,
        "matched_count": 1,
        "matched_skills": [
          "HTML"
        ],
        "role_id": 228,
        "score": 1.0,
        "slug": "drupal-dev",
        "total_count": 1
      },
      {
        "display_name": "Sitecore Dev",
        "kra_matches": null,
        "matched_count": 1,
        "matched_skills": [
          "HTML"
        ],
        "role_id": 233,
        "score": 1.0,
        "slug": "sitecore-dev",
        "total_count": 1
      }
    ]
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "DOMAIN",
    "chosen_role": {
      "display_name": "Web Developer",
      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 25,
      "score": 0.97,
      "slug": "web-developer",
      "total_count": null
    },
    "confidence": 0.97,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [
      "Web Content Management",
      "HTML Email Development",
      "Digital Asset Maintenance",
      "Responsive Site Content Operations",
      "Web Technology Awareness",
      "Cross-functional Team Collaboration"
    ],
    "matched_kras": [
      "Manages Content for desktop and mobile sites",
      "Manages HTML build for email",
      "Manage digital materials for the Brand",
      "Assure web-based information is archived",
      "Work cooperatively with key team members, clients and vendors"
    ],
    "matched_skills": [
      "HTML",
      "desktop and mobile sites",
      "email",
      "banners",
      "category pages",
      "campaign pages",
      "micro-sites",
      "mobile content",
      "promotional campaigns",
      "web technologies"
    ],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Domain=Software Engineering; The JD focuses on managing web content, HTML email builds, digital materials for sites and campaigns, and maintaining web assets, which best matches a Web Developer role.",
    "sub_role": null
  },
  "stage5_updates": {
    "centroid_n_after": 15,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": null,
    "new_skills_attached": [],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}
API 2 — extract-details
{
  "alias_matches": [
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 2627,
      "existing_alias_text": "HTML",
      "input_term": "HTML",
      "matched_canonical": {
        "category_id": 6,
        "display_name": "HTML",
        "id": 1657,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "LANGUAGE",
        "slug": "html",
        "sub_category_id": 1467,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    }
  ],
  "candidate_roles": [
    {
      "display_name": "Pega Developer",
      "id": 24,
      "rationale": null,
      "role_archetype": null,
      "slug": "pega-developer",
      "source": "db"
    },
    {
      "display_name": "Drupal Dev",
      "id": 228,
      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "drupal-dev",
      "source": "db"
    },
    {
      "display_name": "Sitecore Dev",
      "id": 233,
      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "sitecore-dev",
      "source": "db"
    }
  ],
  "chosen_role": {
    "display_name": "Web Developer",
    "id": 25,
    "rationale": "Domain=Software Engineering; The JD focuses on managing web content, HTML email builds, digital materials for sites and campaigns, and maintaining web assets, which best matches a Web Developer role.",
    "role_archetype": null,
    "slug": "web-developer",
    "source": "db"
  },
  "dimensions": [
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "Pega Programming Languages \u0026 DSLs",
        "id": 267,
        "rationale": "Programming languages and domain-specific languages used in Pega development.",
        "slug": "pega-programming-languages-dsls",
        "source": "db"
      },
      "input_skill": "HTML",
      "llm_role": null,
      "roles_from_db": [
        {
          "display_name": "Pega Developer",
          "id": 24,
          "rationale": null,
          "role_archetype": null,
          "slug": "pega-developer",
          "source": "db"
        }
      ]
    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "Programming Languages \u0026 Template Languages",
        "id": 359,
        "rationale": "The languages and domain-specific templating languages used for Drupal development and theming.",
        "slug": "programming-languages-template-languages",
        "source": "db"
      },
      "input_skill": "HTML",
      "llm_role": null,
      "roles_from_db": [
        {
          "display_name": "Drupal Dev",
          "id": 228,
          "rationale": null,
          "role_archetype": "Engineering",
          "slug": "drupal-dev",
          "source": "db"
        }
      ]
    },
    {
      "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": "HTML",
      "llm_role": null,
      "roles_from_db": []
    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "Sitecore Development Languages",
        "id": 438,
        "rationale": "Core implementation languages and markup used to build Sitecore customizations, rendering logic, and site behavior. This is the primary authoring surface for Sitecore-specific code and templates.",
        "slug": "sitecore-development-languages",
        "source": "db"
      },
      "input_skill": "HTML",
      "llm_role": null,
      "roles_from_db": [
        {
          "display_name": "Sitecore Dev",
          "id": 233,
          "rationale": null,
          "role_archetype": "Engineering",
          "slug": "sitecore-dev",
          "source": "db"
        }
      ]
    }
  ],
  "input_final_skills": [
    "HTML"
  ],
  "input_llm_skills": [
    "HTML"
  ],
  "new_aliases_persisted": 0,
  "run_id": "7e75f399-9a63-4a53-a4c1-6b344bf6a4a0",
  "skills_detail": [
    {
      "aliases_in_db": [
        {
          "alias_text": "HTML",
          "alias_type": "CANONICAL",
          "id": 2627,
          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 6,
        "display_name": "HTML",
        "id": 1657,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "LANGUAGE",
        "slug": "html",
        "sub_category_id": 1467,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Pega Programming Languages \u0026 DSLs",
            "id": 267,
            "rationale": "Programming languages and domain-specific languages used in Pega development.",
            "slug": "pega-programming-languages-dsls",
            "source": "db"
          },
          "input_skill": "HTML",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Pega Developer",
              "id": 24,
              "rationale": null,
              "role_archetype": null,
              "slug": "pega-developer",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Programming Languages \u0026 Template Languages",
            "id": 359,
            "rationale": "The languages and domain-specific templating languages used for Drupal development and theming.",
            "slug": "programming-languages-template-languages",
            "source": "db"
          },
          "input_skill": "HTML",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Drupal Dev",
              "id": 228,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "drupal-dev",
              "source": "db"
            }
          ]
        },
        {
          "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": "HTML",
          "llm_role": null,
          "roles_from_db": []
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Sitecore Development Languages",
            "id": 438,
            "rationale": "Core implementation languages and markup used to build Sitecore customizations, rendering logic, and site behavior. This is the primary authoring surface for Sitecore-specific code and templates.",
            "slug": "sitecore-development-languages",
            "source": "db"
          },
          "input_skill": "HTML",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Sitecore Dev",
              "id": 233,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "sitecore-dev",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "HTML",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": []
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "Web Developer",
    "id": 25,
    "rationale": "Domain=Software Engineering; The JD focuses on managing web content, HTML email builds, digital materials for sites and campaigns, and maintaining web assets, which best matches a Web Developer role.",
    "role_archetype": null,
    "slug": "web-developer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "HTML",
      "tag": "in_db"
    }
  ],
  "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": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Pega Programming Languages \u0026 DSLs",
          "id": 267,
          "rationale": "Programming languages and domain-specific languages used in Pega development.",
          "slug": "pega-programming-languages-dsls",
          "source": "db"
        },
        "dimension_id": 267,
        "input_skill": "HTML",
        "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": [
          {
            "display_name": "Pega Developer",
            "id": 24,
            "rationale": null,
            "role_archetype": null,
            "slug": "pega-developer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 1657,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Programming Languages \u0026 Template Languages",
          "id": 359,
          "rationale": "The languages and domain-specific templating languages used for Drupal development and theming.",
          "slug": "programming-languages-template-languages",
          "source": "db"
        },
        "dimension_id": 359,
        "input_skill": "HTML",
        "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": [
          {
            "display_name": "Drupal Dev",
            "id": 228,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "drupal-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 1657,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 25,
        "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": "HTML",
        "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": 1657,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Sitecore Development Languages",
          "id": 438,
          "rationale": "Core implementation languages and markup used to build Sitecore customizations, rendering logic, and site behavior. This is the primary authoring surface for Sitecore-specific code and templates.",
          "slug": "sitecore-development-languages",
          "source": "db"
        },
        "dimension_id": 438,
        "input_skill": "HTML",
        "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": [
          {
            "display_name": "Sitecore Dev",
            "id": 233,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "sitecore-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 1657,
        "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": "7e75f399-9a63-4a53-a4c1-6b344bf6a4a0"
}

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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