Pipeline run
7e75f399-9a63-4a53-a4c1-6b344bf6a4a0
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionvocab breakdown (legacy)
Signals
Post-classification
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Web Developer
domain · Software Engineering CASE DOMAINslug: 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
Matched dimensions
Matched KRAs
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
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.
Aliases — catalog
- HTML (CANONICAL) primary
Context tags (catalog)
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)
nano JD Parser — gpt-4.1-nano click to toggle
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,
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"role_archetype": "Engineering",
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}
],
"skill_dimension_saved": true,
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"skill_tag": "in_db",
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},
{
"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.