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Pipeline run

96e3daba-d366-47c5-a3db-e6e98143d919

Pipeline LLM cost (USD)
API 1: $0.0041 API 2: $0.0004 API 3: $0.0000 Total: $0.0045

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
role baseline loaded sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work · UI layout and styling
Build and maintain client e-commerce and content websites in WordPress/WooCommerce, Wix and Shopify, using PHP/JS/HTML/CSS and responsive design. Also monitor existing sites, fix outages, and customize WordPress themes/plugins and SEO pages.
""Developing and creating E-commerce Websites and mobile apps""
Tech stack maturity
Mainstream Legacy
The stack centers on established web technologies (HTML, CSS, JavaScript, PHP, WooCommerce) that are widely used and mature, but not specifically cloud-native or bleeding-edge.
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 (22)
WooCommerce Wix WordPress Shopify PHP JavaScript HTML CSS AngularJS jQuery Dreamweaver CMS Responsive Web Design SEO Analytics Plugins Theme Development Wireframing Storyboarding User Flows Process Flows Site Maps
Skill cluster (5 dimension groups, role-scoped)
CSS Architecture and Styling
CSS
Client Routing and Navigation
AngularJS
JavaScript and TypeScript
JavaScript
Web UI & Integration Frameworks
jQuery
Cross-cutting / unaligned
WooCommerce Wix WordPress Shopify PHP HTML Dreamweaver CMS Responsive Web Design SEO Analytics Plugins Theme Development Wireframing Storyboarding User Flows Process Flows Site Maps
Show KRA description ↓
Developing and creating E-commerce Websites and mobile apps Experience in WooCommerce is a must Experience in WIX, WordPress, Shopify, and other website creating a platform Creating a website using standard PHP, JavaScript, WordPress, HTML/CSS practices Maintaining & monitoring Websites of Clients Implementing contingency plans in case the website goes down Creating Websites & Maintaining already built websites Proven knowledge of the most current security and web development programming languages Web responsive web apps experience Experience with Website/Web Applications in Start-ups Experience with content sites / SEO pages Angular.Js, CSS, responsive web design CMS, web apps, jquery, js, HTML, CSS, analytics, content sites / SEO pages 2-4 years of work experience as a Web developer. Should be a graduate in any field. Proficiency in PHP, WooCommerce, HTML, CSS, Dreamweaver, and WordPress. Experience in developing and managing/maintaining websites including mobile-friendly and responsive websites. Knowledge and experience in building WordPress CMS websites, plugins, theme development customization. Ability to solve problems creatively and effectively. Up to date with the latest Web trends, techniques, and technologies. Experience in creating wireframes, storyboards, user flows, process flows, and site maps. Can work well both in teams and individually and deliver work that is of a high standard. The ability to function both in start-ups like environments and large matrixed organizations will be key to success. Should be able to join immediately, if selected.

Signals

Skill drupal-dev
0.50
Alias web-developer
1.00
KRA web-developer
0.54
Status: completed Created: 2026-05-27T15:45:56.798243Z Updated: 2026-06-12T15:57:53.108945Z API 3 duration: 63140 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

CASE A

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

Multi-alias tie (3 roles at 1.0) resolved by TIER_B_TITLE: Web Developer

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
3
Skipped

Job description

Position: Web Developer  Please Note: Only candidates with a maximum of 2-4 years of experience to apply.   Location: Dwarka Sector 23, New Delhi (Currently work from home for 6 to 9 months)    We are looking for an experienced and creative Web Developer to join our Website Designing & Web Development Team. As an experienced Website Developer, you should have in-depth knowledge of PHP, WooCommerce, HTML, CSS, Java Scripts, SQL, and Jquery as well as a good understanding of responsive website development, UI/UX designs, and mobile apps development. You will be responsible for complete website layout, wire-framing, flow-charting, conceptualizing original website design ideas that bring simplicity and an amazing user experience.    Roles & Responsibilities:  Developing and creating E-commerce Websites and mobile apps Experience in WooCommerce is a must Experience in WIX, WordPress, Shopify, and other website creating a platform Creating a website using standard PHP, JavaScript, WordPress, HTML/CSS practices Maintaining & monitoring Websites of Clients Implementing contingency plans in case the website goes down Creating Websites & Maintaining already built websites Proven knowledge of the most current security and web development programming languages Web responsive web apps experience Experience with Website/Web Applications in Start-ups Experience with content sites / SEO pages Angular.Js, CSS, responsive web design CMS, web apps, jquery, js, HTML, CSS, analytics, content sites / SEO pages Responsibilities. Required Experience, Skills, and Qualifications: 2-4 years of work experience as a Web developer.  Should be a graduate in any field.  Proficiency in PHP, WooCommerce, HTML, CSS, Dreamweaver, and WordPress.  Experience in developing and managing/maintaining websites including mobile-friendly and responsive websites.  Knowledge and experience in building WordPress CMS websites, plugins, theme development customization.  Ability to solve problems creatively and effectively.  Up to date with the latest Web trends, techniques, and technologies.  Experience in creating wireframes, storyboards, user flows, process flows, and site maps.  Can work well both in teams and individually and deliver work that is of a high standard.  The ability to function both in start-ups like environments and large matrixed organizations will be key to success  Should be able to join immediately, if selected     About NuvoRetail (www.nuvoretail.com)  As a leading eCommerce solution provider, we offer the most remarkable end to end eCommerce solutions to various brands in India and abroad. We have been recognized as the 10 most promising e-Commerce technology service providers in 2020. Our services span across webstore development, eCommerce marketing and operations, social media marketing, and lead generation. At Nuvoretail, we believe in simplifying the eCommerce journey for our customers and help increase online business and sales.

Skills from this JD

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

WooCommerce Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: WooCommerce id=3082 · woocommerce

Aliases — catalog

  • WooCommerce (CANONICAL) primary

Context tags (catalog)

REST API SEO optimization Shopify WordPress checkout process customer experience customization eCommerce extensions inventory management payment gateways plugin product catalog shipping options themes

Stored enrichment (catalog DB)

Category
Framework
Sub-category
Ecommerce Framework
Vendor
Automattic
License
gpl_v3
Year introduced
2011
Confidence
0.90
Version strategy
NOT_APPLICABLE

Maturity reasoning: WooCommerce appears in many e-commerce job descriptions and powers a large share of WordPress stores; strong plugin/theme ecosystem and active vendor support indicate broad market adoption.

Skill profile (library / DB)

Skill nature
FRAMEWORK
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
5
Sub-category id
2312
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • WordPress Ecosystem Products Catalog dimension db id 342

    Library dimension (catalog)

    Roles linked in library: WordPress Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
WordPress Ecosystem Products
wordpress-ecosystem-products
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Wix 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
Cloud Platforms
Sub-category
general
Skill nature
PLATFORM
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
WordPress 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
Content Management Systems
Sub-category
general
Skill nature
PLATFORM
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Shopify Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Shopify POS id=4106 · shopify-pos

Aliases — catalog

  • Shopify POS (CANONICAL) primary

Context tags (catalog)

Shopify Payments Shopify app customer profiles discount codes e-commerce integration hardware integration inventory management mobile checkout multi-channel selling order fulfillment payment processing reporting tools sales analytics staff management user interface

Stored enrichment (catalog DB)

Category
Platform
Sub-category
Point Of Sale Platform
Vendor
Shopify
License
unknown
Year introduced
2013
Confidence
0.95
Version strategy
NOT_APPLICABLE

Maturity reasoning: Shopify POS appears in retail/ecommerce job postings, but JD volume is far below mainstream POS stacks like Square or NCR and it’s mainly tied to Shopify merchants rather than general retail roles.

Skill profile (library / DB)

Skill nature
PLATFORM
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
9
Sub-category id
3206
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Shopify Product Families and Platforms Catalog dimension db id 435

    Library dimension (catalog)

    Roles linked in library: Shopify Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Shopify Product Families and Platforms
shopify-product-families-and-platforms
Skipped — no persistable v3 meta for new skill
skill_not_in_db_v3_proposed
PHP Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: PHP id=2986 · php

Aliases — catalog

  • PHP (CANONICAL) primary

Stored enrichment (catalog DB)

Category
Language
Sub-category
Programming Language
Confidence
0.99
Version strategy
NOT_APPLICABLE

Skill profile (library / DB)

Skill nature
LANGUAGE
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
6
Sub-category id
96
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • PHP and Magento Extension Points Catalog dimension db id 391

    Library dimension (catalog)

    Roles linked in library: Magento Dev

  • PHP and WordPress Hooks Catalog dimension db id 326

    Library dimension (catalog)

    Roles linked in library: WordPress Dev

  • Programming Languages & Template Languages Catalog dimension db id 359

    Library dimension (catalog)

    Roles linked in library: Drupal Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
PHP and Magento Extension Points
php-and-magento-extension-points
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
PHP and WordPress Hooks
php-and-wordpress-hooks
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)
JavaScript Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: JavaScript id=607 · javascript

Aliases — catalog

  • JavaScript (CANONICAL) primary
  • ES2015 (VERSION)
  • ES2016 (VERSION)
  • ES2017 (VERSION)
  • ES2018 (VERSION)
  • ES2019 (VERSION)
  • ES2020 (VERSION)
  • ES2021 (VERSION)
  • ES2022 (VERSION)
  • ES2023 (VERSION)
  • ES2024 (VERSION)
  • ES5 (VERSION)
  • ES6 (VERSION)
  • JavaScript ES2015 (VERSION)
  • JavaScript ES2020 (VERSION)
  • JavaScript ES6 (VERSION)
  • modern JavaScript (VERSION)

Context tags (catalog)

AJAX Angular Babel DOM DOM manipulation ES6 Express JSON Node.js REST RESTful React TypeScript Vue Vue.js Webpack async/await asynchronous callback callback functions closure event-driven jQuery npm promises

Stored enrichment (catalog DB)

Category
Language
Sub-category
Programming Language
Vendor
Mozilla
License
mpl
Year introduced
1995
Confidence
0.99
Version strategy
NOT_APPLICABLE

Maturity reasoning: JavaScript appears in a very high volume of job postings across frontend, backend, and full-stack roles, and remains a core language in major ecosystems like Node.js and React.

Skill profile (library / DB)

Skill nature
LANGUAGE
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
6
Sub-category id
96
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Cross-Platform App Languages Catalog dimension db id 167

    Library dimension (catalog)

    Roles linked in library: Hybrid Mobile Developer

  • JavaScript and TypeScript Catalog dimension db id 114

    Library dimension (catalog)

    Roles linked in library: Angular Frontend Developer, Frontend Developer, Ionic Developer, Node.js Backend Developer, React Frontend Developer, React Native Developer, Svelte Frontend Developer, Vue Frontend Developer, Web Developer

  • JavaScript for WordPress Catalog dimension db id 329

    Library dimension (catalog)

    Roles linked in library: WordPress Dev

  • Pega Programming Languages & DSLs Catalog dimension db id 267

    Library dimension (catalog)

    Roles linked in library: Pega Developer

  • Programming Languages Catalog dimension db id 1

    Library dimension (catalog)

    Roles linked in library: Backend Developer, Fullstack Developer, Fullstack Developer

  • Programming Languages & DSLs Catalog dimension db id 475

    Library dimension (catalog)

    Roles linked in library: Engineering Manager

  • Programming Languages & Template Languages Catalog dimension db id 359

    Library dimension (catalog)

    Roles linked in library: Drupal Dev

  • Sitecore Development Languages Catalog dimension db id 438

    Library dimension (catalog)

    Roles linked in library: Sitecore Dev

  • Storefront JavaScript and DOM Behavior Catalog dimension db id 422

    Library dimension (catalog)

    Roles linked in library: Shopify Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Cross-Platform App Languages
cross-platform-app-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JavaScript and TypeScript
javascript-and-typescript
Existing dimension (library) · Role↔dimension saved
JavaScript for WordPress
javascript-for-wordpress
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Pega Programming Languages & DSLs
pega-programming-languages-dsls
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Programming Languages
programming-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Programming Languages & DSLs
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)
Sitecore Development Languages
sitecore-development-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Storefront JavaScript and DOM Behavior
storefront-javascript-and-dom-behavior
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
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)
CSS Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: CSS id=623 · css

Aliases — catalog

  • CSS (CANONICAL) primary

Context tags (catalog)

Animations BEM Bootstrap Box Model CSS Modules CSS Variables Flexbox Frameworks Grid LESS Less Media Queries Positioning PostCSS Preprocessors Pseudo-classes Responsive Design SCSS SMACSS Sass Selectors Styling Tailwind CSS Transitions Z-index animation media queries pseudo-elements responsive design styled-components

Stored enrichment (catalog DB)

Category
Language
Sub-category
Stylesheet Language
Vendor
W3C
License
unknown
Year introduced
1996
Confidence
0.99
Version strategy
NOT_APPLICABLE

Maturity reasoning: CSS is a core front-end skill in most web JDs and remains standard in MDN/browser docs; it’s broadly used alongside HTML/JS rather than being replaced by a successor.

Skill profile (library / DB)

Skill nature
LANGUAGE
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
6
Sub-category id
486
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • CSS Architecture and Styling Catalog dimension db id 117

    Library dimension (catalog)

    Roles linked in library: Frontend Developer, Fullstack Developer, Fullstack Developer, React Frontend Developer, Svelte Frontend Developer, Vue Frontend Developer, Web Developer

  • Programming Languages & Template Languages Catalog dimension db id 359

    Library dimension (catalog)

    Roles linked in library: Drupal Dev

  • Sitecore Development Languages Catalog dimension db id 438

    Library dimension (catalog)

    Roles linked in library: Sitecore Dev

  • Storefront Styling and Responsive Layout Catalog dimension db id 423

    Library dimension (catalog)

    Roles linked in library: Shopify Dev

  • Styling and Responsive Layout Catalog dimension db id 307

    Library dimension (catalog)

    Roles linked in library: Angular Frontend Developer

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
CSS Architecture and Styling
css-architecture-and-styling
Existing dimension (library) · Role↔dimension saved
Programming Languages & Template Languages
programming-languages-template-languages
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)
Storefront Styling and Responsive Layout
storefront-styling-and-responsive-layout
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Styling and Responsive Layout
styling-and-responsive-layout
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
AngularJS Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Angular id=612 · angular

Aliases — catalog

  • Angular (CANONICAL) primary
  • Angular 1 (VERSION)
  • Angular 1.x (VERSION)
  • Angular 10 (VERSION)
  • Angular 11 (VERSION)
  • Angular 12 (VERSION)
  • Angular 13 (VERSION)
  • Angular 14 (VERSION)
  • Angular 15 (VERSION)
  • Angular 16 (VERSION)
  • Angular 17 (VERSION)
  • Angular 2 (VERSION)
  • Angular 2+ (VERSION)
  • Angular 4 (VERSION)
  • Angular 5 (VERSION)
  • Angular 6 (VERSION)
  • Angular 7 (VERSION)
  • Angular 8 (VERSION)
  • Angular 9 (VERSION)
  • AngularJS (VERSION)
  • angular 1 (VERSION)
  • angular 1.x (VERSION)
  • angular 10 (VERSION)
  • angular 11 (VERSION)
  • angular 12 (VERSION)
  • angular 13 (VERSION)
  • angular 14 (VERSION)
  • angular 15 (VERSION)
  • angular 16 (VERSION)
  • angular 17 (VERSION)
  • angular 18 (VERSION)
  • angular 19 (VERSION)
  • angular 2 (VERSION)
  • angular 2+ (VERSION)
  • angular 2.x (VERSION)
  • angular 3 (VERSION)
  • angular 4 (VERSION)
  • angular 5 (VERSION)
  • angular 6 (VERSION)
  • angular 7 (VERSION)
  • angular 8 (VERSION)
  • angular 9 (VERSION)
  • angular17 (VERSION)
  • angular2 (VERSION)
  • angularjs (VERSION)
  • angularjs 1.x (VERSION)
  • ng (VERSION)
  • ng1 (VERSION)
  • ng2 (VERSION)

Context tags (catalog)

AOT Angular CLI Angular Material Component Dependency Injection Directive NgRx Observable Observables PWA RESTful services Reactive Forms Routing RxJS Service Single Page Application TypeScript Unit Testing component-based components dependency injection directives lazy loading modules observables pipes responsive design routing services single-page application single-page applications templates two-way data binding unit testing

Stored enrichment (catalog DB)

Category
Framework
Sub-category
Frontend Framework
Vendor
Google
License
mit
Year introduced
2010
Confidence
0.98
Version strategy
SEPARATE_ENTITY
Version tag
2+

Maturity reasoning: Angular remains widely listed in frontend job descriptions and enterprise stacks; Google continues maintaining Angular, and it is a common hiring-pipeline skill alongside React/Vue rather than a sunset technology.

Skill profile (library / DB)

Skill nature
FRAMEWORK
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
5
Sub-category id
1072
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Angular Component Model and Templates Catalog dimension db id 303

    Library dimension (catalog)

    Roles linked in library: Angular Frontend Developer

  • Application Frameworks & Libraries Catalog dimension db id 451

    Library dimension (catalog)

    Roles linked in library: Sitecore Dev

  • Frameworks & Libraries Catalog dimension db id 360

    Library dimension (catalog)

    Roles linked in library: Drupal Dev, Engineering Manager

  • UI Frameworks and Rendering Catalog dimension db id 115

    Library dimension (catalog)

    Roles linked in library: Frontend Developer, Fullstack Developer, Fullstack Developer, Hybrid Mobile Developer, Ionic Developer, Web Developer

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Angular Component Model and Templates
angular-component-model-and-templates
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Application Frameworks & Libraries
application-frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Frameworks & Libraries
frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
UI Frameworks and Rendering
ui-frameworks-and-rendering
Existing dimension (library) · Role↔dimension saved
jQuery Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: jQuery id=1968 · jquery

Aliases — catalog

  • jQuery (CANONICAL) primary

Context tags (catalog)

$.ajax() $.getJSON() AJAX DOM manipulation JSON JSON parsing UI components animations callback functions chaining cross-browser deferred deferred objects deferreds event handling jQuery Mobile jQuery UI lightweight minification mobile support mobile-first plugins responsive design selecting elements selectors

Stored enrichment (catalog DB)

Category
Library
Sub-category
Javascript Library
Vendor
jQuery Foundation
License
mit
Year introduced
2006
Confidence
0.97
Version strategy
NOT_APPLICABLE

Maturity reasoning: jQuery still appears in legacy JDs, but modern frontend stacks have largely replaced it with React/Vue/Angular and native DOM APIs; greenfield demand is low and declining.

Skill profile (library / DB)

Skill nature
LIBRARY
Volatility
DEPRECATED
Typical lifespan
EVERGREEN
Category id
7
Sub-category id
1470
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Application Frameworks & Libraries Catalog dimension db id 451

    Library dimension (catalog)

    Roles linked in library: Sitecore Dev

  • Frameworks & Libraries Catalog dimension db id 360

    Library dimension (catalog)

    Roles linked in library: Drupal Dev, Engineering Manager

  • JavaScript Checkout Behavior Catalog dimension db id 393

    Library dimension (catalog)

    Roles linked in library: Magento Dev

  • Storefront JavaScript and DOM Behavior Catalog dimension db id 422

    Library dimension (catalog)

    Roles linked in library: Shopify Dev

  • Web UI & Integration Frameworks Catalog dimension db id 268

    Library dimension (catalog)

    Roles linked in library: Pega Developer

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Application Frameworks & Libraries
application-frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Frameworks & Libraries
frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JavaScript Checkout Behavior
javascript-checkout-behavior
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Storefront JavaScript and DOM Behavior
storefront-javascript-and-dom-behavior
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Web UI & Integration Frameworks
web-ui-integration-frameworks
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Dreamweaver 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
Web Development Tools
Sub-category
general
Skill nature
TOOL
Volatility
FAST
Typical lifespan
SHORT_LIVED
Version strategy
VERSIONED
CMS 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
Content Management Systems
Sub-category
general
Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Version strategy
UNVERSIONED
Responsive Web Design Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Responsive Web Development id=1660 · responsive-web-development

Aliases — catalog

  • Responsive Web Development (CANONICAL)

Context tags (catalog)

Bootstrap CSS frameworks Tailwind CSS accessibility adaptive design breakpoints cross-browser compatibility flexbox fluid typography grid layout media queries mobile-first performance optimization responsive images viewport

Stored enrichment (catalog DB)

Category
Concept
Sub-category
Responsive Web Development
Confidence
0.90
Version strategy
NOT_APPLICABLE

Maturity reasoning: Common requirement in front-end job descriptions and standard in modern web stacks; mobile-first/responsive design is a baseline expectation across CSS frameworks and design systems.

Skill profile (library / DB)

Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
2
Sub-category id
1253
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • CSS Architecture and Styling Catalog dimension db id 117

    Library dimension (catalog)

    Roles linked in library: Frontend Developer, Fullstack Developer, Fullstack Developer, React Frontend Developer, Svelte Frontend Developer, Vue Frontend Developer, Web Developer

  • React Frontend Development Catalog dimension db id 96

    Library dimension (catalog)

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
CSS Architecture and Styling
css-architecture-and-styling
Skipped — no persistable v3 meta for new skill
skill_not_in_db_v3_proposed
React Frontend Development
d_init_01
Skipped — no persistable v3 meta for new skill
skill_not_in_db_v3_proposed
SEO Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: SEO id=1658 · seo

Aliases — catalog

  • SEO (CANONICAL)

Context tags (catalog)

Google Analytics SEO tools SERP algorithm updates backlinking black hat SEO content optimization keyword research local SEO meta tags off-page SEO on-page SEO rank tracking schema markup site audit white hat SEO

Stored enrichment (catalog DB)

Category
Domain
Sub-category
Search Engine Optimization
Confidence
0.98
Version strategy
NOT_APPLICABLE

Maturity reasoning: SEO appears in large volumes of marketing, content, and growth job descriptions across industries; Google Search Central and major CMS vendors continue to publish active guidance, indicating broad ongoing demand.

Skill profile (library / DB)

Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
37
Sub-category id
1251
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • React Frontend Development Catalog dimension db id 96

    Library dimension (catalog)

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Analytics Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Analytics id=1664 · analytics

Aliases — catalog

  • Analytics (CANONICAL)

Context tags (catalog)

A/B testing ETL KPI Python R SQL business intelligence dashboards data mining data storytelling data visualization data warehousing machine learning predictive modeling statistical analysis

Stored enrichment (catalog DB)

Category
Domain
Sub-category
Analytics
Confidence
0.94
Version strategy
NOT_APPLICABLE

Maturity reasoning: Analytics appears in a large share of data, product, and BI job descriptions, and major vendors (Google Analytics, Adobe Analytics, Power BI) continue to invest heavily in the category.

Skill profile (library / DB)

Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
37
Sub-category id
1257
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • React Frontend Development Catalog dimension db id 96

    Library dimension (catalog)

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Plugins Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Plugins id=3661 · plugins

Aliases — catalog

  • Plugins (CANONICAL) primary

Context tags (catalog)

API add-ons configuration customization dependency injection dynamic loading event-driven extension hooks integration interoperability middleware modular plugin manager software architecture

Stored enrichment (catalog DB)

Category
Concept
Sub-category
Extension Mechanism
Confidence
0.74
Version strategy
NOT_APPLICABLE

Maturity reasoning: Plugins are a common extension mechanism across major products and JDs for CMS, IDEs, browsers, and SaaS platforms; market demand is broad rather than tied to a single vendor or sunset path.

Skill profile (library / DB)

Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
2
Sub-category id
2879
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • PHP and Magento Extension Points Catalog dimension db id 391

    Library dimension (catalog)

    Roles linked in library: Magento Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
PHP and Magento Extension Points
php-and-magento-extension-points
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Theme Development Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: theme development id=2992 · theme-development

Aliases — catalog

  • theme development (CANONICAL) primary

Context tags (catalog)

Bootstrap CSS3 HTML5 JavaScript Liquid Sass Shopify UI/UX design WordPress child themes cross-browser compatibility responsive design template hierarchy theme customization version control

Stored enrichment (catalog DB)

Category
Concept
Sub-category
Theme Development Concept
Confidence
0.86
Version strategy
NOT_APPLICABLE

Maturity reasoning: Theme development is a common requirement in JDs for WordPress, Shopify, and CMS/front-end roles; vendor docs and marketplace ecosystems show sustained demand rather than a sunset or replacement.

Skill profile (library / DB)

Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
2
Sub-category id
2307
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Theme and Template Development Catalog dimension db id 327

    Library dimension (catalog)

    Roles linked in library: WordPress Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Theme and Template Development
theme-and-template-development
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Wireframing 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
Design Methodologies
Sub-category
general
Skill nature
PRACTICE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Storyboarding 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
Design Methodologies
Sub-category
general
Skill nature
PRACTICE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
User Flows 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
Design Methodologies
Sub-category
general
Skill nature
PRACTICE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Process Flows 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
Design Methodologies
Sub-category
general
Skill nature
PRACTICE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Site Maps 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
Design Methodologies
Sub-category
general
Skill nature
PRACTICE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED

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
WooCommerce in_db
WordPress Ecosystem Products
wordpress-ecosystem-products
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Shopify new
Shopify Product Families and Platforms
shopify-product-families-and-platforms
Skipped — no persistable v3 meta for new skill skill_not_in_db_v3_proposed
PHP in_db
PHP and Magento Extension Points
php-and-magento-extension-points
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
PHP in_db
PHP and WordPress Hooks
php-and-wordpress-hooks
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
PHP in_db
Programming Languages & Template Languages
programming-languages-template-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JavaScript in_db
Cross-Platform App Languages
cross-platform-app-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JavaScript in_db
JavaScript and TypeScript
javascript-and-typescript
Existing dimension (library) · Role↔dimension saved
JavaScript in_db
JavaScript for WordPress
javascript-for-wordpress
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JavaScript in_db
Pega Programming Languages & DSLs
pega-programming-languages-dsls
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JavaScript in_db
Programming Languages
programming-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JavaScript in_db
Programming Languages & DSLs
programming-languages-dsls
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JavaScript in_db
Programming Languages & Template Languages
programming-languages-template-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JavaScript in_db
Sitecore Development Languages
sitecore-development-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JavaScript in_db
Storefront JavaScript and DOM Behavior
storefront-javascript-and-dom-behavior
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
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)
CSS in_db
CSS Architecture and Styling
css-architecture-and-styling
Existing dimension (library) · Role↔dimension saved
CSS in_db
Programming Languages & Template Languages
programming-languages-template-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
CSS in_db
Sitecore Development Languages
sitecore-development-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
CSS in_db
Storefront Styling and Responsive Layout
storefront-styling-and-responsive-layout
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
CSS in_db
Styling and Responsive Layout
styling-and-responsive-layout
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
AngularJS in_db
Angular Component Model and Templates
angular-component-model-and-templates
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
AngularJS in_db
Application Frameworks & Libraries
application-frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
AngularJS in_db
Frameworks & Libraries
frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
AngularJS in_db
UI Frameworks and Rendering
ui-frameworks-and-rendering
Existing dimension (library) · Role↔dimension saved
jQuery in_db
Application Frameworks & Libraries
application-frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
jQuery in_db
Frameworks & Libraries
frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
jQuery in_db
JavaScript Checkout Behavior
javascript-checkout-behavior
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
jQuery in_db
Storefront JavaScript and DOM Behavior
storefront-javascript-and-dom-behavior
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
jQuery in_db
Web UI & Integration Frameworks
web-ui-integration-frameworks
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Responsive Web Design new
CSS Architecture and Styling
css-architecture-and-styling
Skipped — no persistable v3 meta for new skill skill_not_in_db_v3_proposed
Responsive Web Design new
React Frontend Development
d_init_01
Skipped — no persistable v3 meta for new skill skill_not_in_db_v3_proposed
SEO in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Analytics in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Plugins in_db
PHP and Magento Extension Points
php-and-magento-extension-points
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Theme Development in_db
Theme and Template Development
theme-and-template-development
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed Wix | type=Cloud Platforms subtype=general nature=PLATFORM lifespan=MULTI_YEAR
canonical_skill_proposed WordPress | type=Content Management Systems subtype=general nature=PLATFORM lifespan=MULTI_YEAR
canonical_skill_proposed Dreamweaver | type=Web Development Tools subtype=general nature=TOOL lifespan=SHORT_LIVED
canonical_skill_proposed CMS | type=Content Management Systems subtype=general nature=CONCEPT lifespan=EVERGREEN
canonical_skill_proposed Wireframing | type=Design Methodologies subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed Storyboarding | type=Design Methodologies subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed User Flows | type=Design Methodologies subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed Process Flows | type=Design Methodologies subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed Site Maps | type=Design Methodologies subtype=general nature=PRACTICE lifespan=MULTI_YEAR
dimension_skill_link_proposed Shopify ↔ Shopify Product Families and Platforms
dimension_skill_link_proposed Responsive Web Design ↔ CSS Architecture and Styling
role_dimension_link_proposed Web Developer ↔ CSS Architecture and Styling
dimension_skill_link_proposed Responsive Web Design ↔ React Frontend Development
nano JD Parser — gpt-4.1-nano click to toggle
RoleWeb Developer
CompanyNuvoRetail
Experience2-4 years of work experience as a Web developer.
DomainE-commerce
Location New Delhi, India (hybrid)
JD type pass
Show raw JSON
{
  "JD_type": "pass",
  "about_company": {
    "source_marker": {
      "first_5_words": "As a leading eCommerce solution",
      "last_5_words": "increase online business and sales."
    },
    "text": "As a leading eCommerce solution provider, we offer the most remarkable end to end eCommerce solutions to various brands in India and abroad. We have been recognized as the 10 most promising e-Commerce technology service providers in 2020. Our services span across webstore development, eCommerce marketing and operations, social media marketing, and lead generation. At Nuvoretail, we believe in simplifying the eCommerce journey for our customers and help increase online business and sales.",
    "word_count": 64
  },
  "certifications": [],
  "company_name": "NuvoRetail",
  "ctc": null,
  "domain": {
    "primary": {
      "aliases": [
        "eCommerce",
        "Online Retail"
      ],
      "domain": "E-commerce"
    },
    "secondary": null
  },
  "education": [
    {
      "level": "Bachelor\u0027s",
      "qualification": "Any Degree",
      "raw": "Should be a graduate in any field.",
      "requirement": "required"
    }
  ],
  "experience": {
    "max": 4,
    "min": 2,
    "raw": "2-4 years of work experience as a Web developer."
  },
  "job_locations": [
    {
      "aliases": [
        "Dwarka Sector 23"
      ],
      "city": "New Delhi",
      "country": "India",
      "state": "Delhi",
      "work_mode": "hybrid"
    }
  ],
  "role": "Web Developer",
  "role_aliases": [
    "Website Developer",
    "Web Engineer",
    "Frontend Developer"
  ],
  "role_archetype": "Engineering",
  "roles_and_responsibilities": [
    {
      "bullet_count": 12,
      "heading": "Roles \u0026 Responsibilities",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Roles \u0026 Responsibilities: Developing and",
        "last_5_words": "content sites / SEO pages"
      },
      "text": "Developing and creating E-commerce Websites and mobile apps\nExperience in WooCommerce is a must\nExperience in WIX, WordPress, Shopify, and other website creating a platform\nCreating a website using standard PHP, JavaScript, WordPress, HTML/CSS practices\nMaintaining \u0026 monitoring Websites of Clients\nImplementing contingency plans in case the website goes down\nCreating Websites \u0026 Maintaining already built websites\nProven knowledge of the most current security and web development programming languages\nWeb responsive web apps experience\nExperience with Website/Web Applications in Start-ups\nExperience with content sites / SEO pages\nAngular.Js, CSS, responsive web design CMS, web apps, jquery, js, HTML, CSS, analytics, content sites / SEO pages",
      "word_count": 134
    },
    {
      "bullet_count": 10,
      "heading": "Required Experience, Skills, and Qualifications",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Required Experience, Skills, and Qualifications:",
        "last_5_words": "if selected."
      },
      "text": "2-4 years of work experience as a Web developer.\nShould be a graduate in any field.\nProficiency in PHP, WooCommerce, HTML, CSS, Dreamweaver, and WordPress.\nExperience in developing and managing/maintaining websites including mobile-friendly and responsive websites.\nKnowledge and experience in building WordPress CMS websites, plugins, theme development customization.\nAbility to solve problems creatively and effectively.\nUp to date with the latest Web trends, techniques, and technologies.\nExperience in creating wireframes, storyboards, user flows, process flows, and site maps.\nCan work well both in teams and individually and deliver work that is of a high standard.\nThe ability to function both in start-ups like environments and large matrixed organizations will be key to success.\nShould be able to join immediately, if selected.",
      "word_count": 139
    }
  ],
  "urls": [
    {
      "type": "website",
      "url": "http://www.nuvoretail.com"
    }
  ]
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "WooCommerce"
    },
    {
      "is_primary": true,
      "skill_name": "Wix"
    },
    {
      "is_primary": true,
      "skill_name": "WordPress"
    },
    {
      "is_primary": true,
      "skill_name": "Shopify"
    },
    {
      "is_primary": true,
      "skill_name": "PHP"
    },
    {
      "is_primary": true,
      "skill_name": "JavaScript"
    },
    {
      "is_primary": true,
      "skill_name": "HTML"
    },
    {
      "is_primary": true,
      "skill_name": "CSS"
    },
    {
      "is_primary": false,
      "skill_name": "AngularJS"
    },
    {
      "is_primary": false,
      "skill_name": "jQuery"
    },
    {
      "is_primary": false,
      "skill_name": "Dreamweaver"
    },
    {
      "is_primary": false,
      "skill_name": "CMS"
    },
    {
      "is_primary": false,
      "skill_name": "Responsive Web Design"
    },
    {
      "is_primary": false,
      "skill_name": "SEO"
    },
    {
      "is_primary": false,
      "skill_name": "Analytics"
    },
    {
      "is_primary": false,
      "skill_name": "Plugins"
    },
    {
      "is_primary": false,
      "skill_name": "Theme Development"
    },
    {
      "is_primary": false,
      "skill_name": "Wireframing"
    },
    {
      "is_primary": false,
      "skill_name": "Storyboarding"
    },
    {
      "is_primary": false,
      "skill_name": "User Flows"
    },
    {
      "is_primary": false,
      "skill_name": "Process Flows"
    },
    {
      "is_primary": false,
      "skill_name": "Site Maps"
    }
  ],
  "jd_role": {
    "display_name": "Web Developer",
    "rationale": null,
    "role_aliases": [
      "Website Developer",
      "Web Engineer",
      "Frontend Developer"
    ],
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": {
      "source_marker": {
        "first_5_words": "As a leading eCommerce solution",
        "last_5_words": "increase online business and sales."
      },
      "text": "As a leading eCommerce solution provider, we offer the most remarkable end to end eCommerce solutions to various brands in India and abroad. We have been recognized as the 10 most promising e-Commerce technology service providers in 2020. Our services span across webstore development, eCommerce marketing and operations, social media marketing, and lead generation. At Nuvoretail, we believe in simplifying the eCommerce journey for our customers and help increase online business and sales.",
      "word_count": 64
    },
    "certifications": [],
    "company_name": "NuvoRetail",
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [
          "eCommerce",
          "Online Retail"
        ],
        "domain": "E-commerce"
      },
      "secondary": null
    },
    "education": [
      {
        "level": "Bachelor\u0027s",
        "qualification": "Any Degree",
        "raw": "Should be a graduate in any field.",
        "requirement": "required"
      }
    ],
    "experience": {
      "max": 4,
      "min": 2,
      "raw": "2-4 years of work experience as a Web developer."
    },
    "job_locations": [
      {
        "aliases": [
          "Dwarka Sector 23"
        ],
        "city": "New Delhi",
        "country": "India",
        "state": "Delhi",
        "work_mode": "hybrid"
      }
    ],
    "role": "Web Developer",
    "role_aliases": [
      "Website Developer",
      "Web Engineer",
      "Frontend Developer"
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 12,
        "heading": "Roles \u0026 Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Roles \u0026 Responsibilities: Developing and",
          "last_5_words": "content sites / SEO pages"
        },
        "text": "Developing and creating E-commerce Websites and mobile apps\nExperience in WooCommerce is a must\nExperience in WIX, WordPress, Shopify, and other website creating a platform\nCreating a website using standard PHP, JavaScript, WordPress, HTML/CSS practices\nMaintaining \u0026 monitoring Websites of Clients\nImplementing contingency plans in case the website goes down\nCreating Websites \u0026 Maintaining already built websites\nProven knowledge of the most current security and web development programming languages\nWeb responsive web apps experience\nExperience with Website/Web Applications in Start-ups\nExperience with content sites / SEO pages\nAngular.Js, CSS, responsive web design CMS, web apps, jquery, js, HTML, CSS, analytics, content sites / SEO pages",
        "word_count": 134
      },
      {
        "bullet_count": 10,
        "heading": "Required Experience, Skills, and Qualifications",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Required Experience, Skills, and Qualifications:",
          "last_5_words": "if selected."
        },
        "text": "2-4 years of work experience as a Web developer.\nShould be a graduate in any field.\nProficiency in PHP, WooCommerce, HTML, CSS, Dreamweaver, and WordPress.\nExperience in developing and managing/maintaining websites including mobile-friendly and responsive websites.\nKnowledge and experience in building WordPress CMS websites, plugins, theme development customization.\nAbility to solve problems creatively and effectively.\nUp to date with the latest Web trends, techniques, and technologies.\nExperience in creating wireframes, storyboards, user flows, process flows, and site maps.\nCan work well both in teams and individually and deliver work that is of a high standard.\nThe ability to function both in start-ups like environments and large matrixed organizations will be key to success.\nShould be able to join immediately, if selected.",
        "word_count": 139
      }
    ],
    "urls": [
      {
        "type": "website",
        "url": "http://www.nuvoretail.com"
      }
    ]
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "96e3daba-d366-47c5-a3db-e6e98143d919",
  "stage3_signals": {
    "alias_found": true,
    "alias_match_roles": [
      {
        "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
      },
      {
        "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": "Frontend Developer",
        "kra_matches": null,
        "matched_count": null,
        "matched_skills": null,
        "role_id": 439,
        "score": 1.0,
        "slug": "frontend-developer",
        "total_count": null
      }
    ],
    "kra_match_roles": [
      {
        "display_name": "Web Developer",
        "kra_matches": [
          {
            "kra_text": "maintain existing web features",
            "sentence": "Creating Websites \u0026 Maintaining already built websites",
            "similarity": 0.5998
          },
          {
            "kra_text": "maintain existing web features",
            "sentence": "Maintaining \u0026 monitoring Websites of Clients",
            "similarity": 0.5749
          },
          {
            "kra_text": "ensure cross-browser and responsive behavior",
            "sentence": "Angular.Js, CSS, responsive web design CMS, web apps, jquery, js, HTML, CSS, analytics, content sites / SEO pages",
            "similarity": 0.4482
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 25,
        "score": 0.541,
        "slug": "web-developer",
        "total_count": null
      },
      {
        "display_name": "Frontend Developer",
        "kra_matches": [
          {
            "kra_text": "Builds responsive user interfaces and interactive web components using React, Vue, or Angular with TypeScript, HTML5, and modern CSS for browser-based applications.",
            "sentence": "Angular.Js, CSS, responsive web design CMS, web apps, jquery, js, HTML, CSS, analytics, content sites / SEO pages",
            "similarity": 0.5797
          },
          {
            "kra_text": "Ensures WCAG accessibility compliance by implementing semantic HTML, ARIA attributes, keyboard navigation, and screen reader compatibility.",
            "sentence": "Up to date with the latest Web trends, techniques, and technologies.",
            "similarity": 0.4546
          },
          {
            "kra_text": "Supports production releases by diagnosing cross-browser compatibility issues, investigating UI regressions, and resolving frontend performance degradation.",
            "sentence": "Maintaining \u0026 monitoring Websites of Clients",
            "similarity": 0.4347
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 7,
        "score": 0.4897,
        "slug": "frontend-engineer",
        "total_count": null
      },
      {
        "display_name": "Drupal Dev",
        "kra_matches": [
          {
            "kra_text": "site troubleshooting and defect fixes",
            "sentence": "Maintaining \u0026 monitoring Websites of Clients",
            "similarity": 0.5061
          },
          {
            "kra_text": "module customization and maintenance",
            "sentence": "Creating Websites \u0026 Maintaining already built websites",
            "similarity": 0.4601
          },
          {
            "kra_text": "module customization and maintenance",
            "sentence": "Knowledge and experience in building WordPress CMS websites, plugins, theme development customization.",
            "similarity": 0.4363
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 228,
        "score": 0.4675,
        "slug": "drupal-dev",
        "total_count": null
      },
      {
        "display_name": "WordPress Dev",
        "kra_matches": [
          {
            "kra_text": "site performance tuning",
            "sentence": "Maintaining \u0026 monitoring Websites of Clients",
            "similarity": 0.4661
          },
          {
            "kra_text": "custom site functionality implementation",
            "sentence": "Creating Websites \u0026 Maintaining already built websites",
            "similarity": 0.4499
          },
          {
            "kra_text": "Theme and template development",
            "sentence": "Knowledge and experience in building WordPress CMS websites, plugins, theme development customization.",
            "similarity": 0.4404
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 227,
        "score": 0.4521,
        "slug": "wordpress-dev",
        "total_count": null
      },
      {
        "display_name": "Python Backend Developer",
        "kra_matches": [
          {
            "kra_text": "Troubleshoot server-side defects",
            "sentence": "Maintaining \u0026 monitoring Websites of Clients",
            "similarity": 0.4479
          },
          {
            "kra_text": "Design backend endpoints and request handling",
            "sentence": "Angular.Js, CSS, responsive web design CMS, web apps, jquery, js, HTML, CSS, analytics, content sites / SEO pages",
            "similarity": 0.4351
          },
          {
            "kra_text": "Design backend endpoints and request handling",
            "sentence": "Creating Websites \u0026 Maintaining already built websites",
            "similarity": 0.4299
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 80,
        "score": 0.4376,
        "slug": "python-backend-developer",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "Drupal Dev",
        "kra_matches": null,
        "matched_count": 4,
        "matched_skills": [
          "CSS",
          "HTML",
          "JavaScript",
          "PHP"
        ],
        "role_id": 228,
        "score": 0.5,
        "slug": "drupal-dev",
        "total_count": 8
      },
      {
        "display_name": "Sitecore Dev",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "CSS",
          "HTML",
          "JavaScript"
        ],
        "role_id": 233,
        "score": 0.375,
        "slug": "sitecore-dev",
        "total_count": 8
      },
      {
        "display_name": "WordPress Dev",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "JavaScript",
          "PHP",
          "WooCommerce"
        ],
        "role_id": 227,
        "score": 0.375,
        "slug": "wordpress-dev",
        "total_count": 8
      },
      {
        "display_name": "Web Developer",
        "kra_matches": null,
        "matched_count": 2,
        "matched_skills": [
          "CSS",
          "JavaScript"
        ],
        "role_id": 25,
        "score": 0.25,
        "slug": "web-developer",
        "total_count": 8
      },
      {
        "display_name": "Pega Developer",
        "kra_matches": null,
        "matched_count": 2,
        "matched_skills": [
          "HTML",
          "JavaScript"
        ],
        "role_id": 24,
        "score": 0.25,
        "slug": "pega-developer",
        "total_count": 8
      }
    ]
  },
  "stage4_decision": {
    "alias_collision_detected": true,
    "case": "A",
    "chosen_role": {
      "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
    },
    "confidence": 0.95,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [],
    "matched_kras": [],
    "matched_skills": [],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Multi-alias tie (3 roles at 1.0) resolved by TIER_B_TITLE: Web Developer",
    "sub_role": null
  },
  "stage5_updates": null
}
API 2 — extract-details
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      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 4549,
      "existing_alias_text": "WooCommerce",
      "input_term": "WooCommerce",
      "matched_canonical": {
        "category_id": 5,
        "display_name": "WooCommerce",
        "id": 3082,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "FRAMEWORK",
        "slug": "woocommerce",
        "sub_category_id": 2312,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "TODO: REMOVE AFTER TESTING \u2014 alias DB write disabled",
      "alias_persisted": false,
      "existing_alias_id": 5823,
      "existing_alias_text": "Shopify POS",
      "input_term": "Shopify",
      "matched_canonical": {
        "category_id": 9,
        "display_name": "Shopify POS",
        "id": 4106,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "PLATFORM",
        "slug": "shopify-pos",
        "sub_category_id": 3206,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "embedding_alias"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 4444,
      "existing_alias_text": "PHP",
      "input_term": "PHP",
      "matched_canonical": {
        "category_id": 6,
        "display_name": "PHP",
        "id": 2986,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "LANGUAGE",
        "slug": "php",
        "sub_category_id": 96,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 1028,
      "existing_alias_text": "JavaScript",
      "input_term": "JavaScript",
      "matched_canonical": {
        "category_id": 6,
        "display_name": "JavaScript",
        "id": 607,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "LANGUAGE",
        "slug": "javascript",
        "sub_category_id": 96,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    },
    {
      "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"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 1107,
      "existing_alias_text": "CSS",
      "input_term": "CSS",
      "matched_canonical": {
        "category_id": 6,
        "display_name": "CSS",
        "id": 623,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "LANGUAGE",
        "slug": "css",
        "sub_category_id": 486,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 1076,
      "existing_alias_text": "AngularJS",
      "input_term": "AngularJS",
      "matched_canonical": {
        "category_id": 5,
        "display_name": "Angular",
        "id": 612,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "FRAMEWORK",
        "slug": "angular",
        "sub_category_id": 1072,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 2986,
      "existing_alias_text": "jQuery",
      "input_term": "jQuery",
      "matched_canonical": {
        "category_id": 7,
        "display_name": "jQuery",
        "id": 1968,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "LIBRARY",
        "slug": "jquery",
        "sub_category_id": 1470,
        "typical_lifespan": "EVERGREEN",
        "volatility": "DEPRECATED"
      },
      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "TODO: REMOVE AFTER TESTING \u2014 alias DB write disabled",
      "alias_persisted": false,
      "existing_alias_id": 2630,
      "existing_alias_text": "Responsive Web Development",
      "input_term": "Responsive Web Design",
      "matched_canonical": {
        "category_id": 2,
        "display_name": "Responsive Web Development",
        "id": 1660,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "responsive-web-development",
        "sub_category_id": 1253,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "embedding_alias"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 2628,
      "existing_alias_text": "SEO",
      "input_term": "SEO",
      "matched_canonical": {
        "category_id": 37,
        "display_name": "SEO",
        "id": 1658,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "seo",
        "sub_category_id": 1251,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 2634,
      "existing_alias_text": "Analytics",
      "input_term": "Analytics",
      "matched_canonical": {
        "category_id": 37,
        "display_name": "Analytics",
        "id": 1664,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "analytics",
        "sub_category_id": 1257,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 5278,
      "existing_alias_text": "Plugins",
      "input_term": "Plugins",
      "matched_canonical": {
        "category_id": 2,
        "display_name": "Plugins",
        "id": 3661,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "plugins",
        "sub_category_id": 2879,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 4450,
      "existing_alias_text": "theme development",
      "input_term": "Theme Development",
      "matched_canonical": {
        "category_id": 2,
        "display_name": "theme development",
        "id": 2992,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "theme-development",
        "sub_category_id": 2307,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    }
  ],
  "candidate_roles": [
    {
      "display_name": "WordPress Dev",
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      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "wordpress-dev",
      "source": "db"
    },
    {
      "display_name": "Shopify Dev",
      "id": 230,
      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "shopify-dev",
      "source": "db"
    },
    {
      "display_name": "Magento Dev",
      "id": 231,
      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "magento-dev",
      "source": "db"
    },
    {
      "display_name": "Drupal Dev",
      "id": 228,
      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "drupal-dev",
      "source": "db"
    },
    {
      "display_name": "Hybrid Mobile Developer",
      "id": 11,
      "rationale": null,
      "role_archetype": null,
      "slug": "hybrid-mobile-developer",
      "source": "db"
    },
    {
      "display_name": "Angular Frontend Developer",
      "id": 90,
      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "angular-frontend-developer",
      "source": "db"
    },
    {
      "display_name": "Frontend Developer",
      "id": 7,
      "rationale": null,
      "role_archetype": null,
      "slug": "frontend-engineer",
      "source": "db"
    },
    {
      "display_name": "Ionic Developer",
      "id": 434,
      "rationale": null,
      "role_archetype": null,
      "slug": "ionic-developer",
      "source": "db"
    },
    {
      "display_name": "Node.js Backend Developer",
      "id": 82,
      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "node-backend-developer",
      "source": "db"
    },
    {
      "display_name": "React Frontend Developer",
      "id": 89,
      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "react-frontend-developer",
      "source": "db"
    },
    {
      "display_name": "React Native Developer",
      "id": 73,
      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "react-native-developer",
      "source": "db"
    },
    {
      "display_name": "Svelte Frontend Developer",
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      "rationale": null,
      "role_archetype": "Engineering",
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      "source": "db"
    },
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      "display_name": "Vue Frontend Developer",
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      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "vue-frontend-developer",
      "source": "db"
    },
    {
      "display_name": "Web Developer",
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      "rationale": null,
      "role_archetype": null,
      "slug": "web-developer",
      "source": "db"
    },
    {
      "display_name": "Pega Developer",
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      "rationale": null,
      "role_archetype": null,
      "slug": "pega-developer",
      "source": "db"
    },
    {
      "display_name": "Backend Developer",
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      "rationale": null,
      "role_archetype": "A Backend Engineer designs, builds, and maintains the server-side logic and data handling that power applications and services. They focus on implementing reliable business functionality, integrating with other systems, and ensuring the backend is scalable, maintainable, and observable.",
      "slug": "backend-engineer",
      "source": "db"
    },
    {
      "display_name": "Fullstack Developer",
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      "rationale": null,
      "role_archetype": null,
      "slug": "full-stack-engineer",
      "source": "db"
    },
    {
      "display_name": "Fullstack Developer",
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      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "fullstack-developer",
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    },
    {
      "display_name": "Engineering Manager",
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      "rationale": null,
      "role_archetype": null,
      "slug": "engineering-manager",
      "source": "db"
    },
    {
      "display_name": "Sitecore Dev",
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      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "sitecore-dev",
      "source": "db"
    }
  ],
  "chosen_role": {
    "display_name": "Web Developer",
    "id": 25,
    "rationale": "Multi-alias tie (3 roles at 1.0) resolved by TIER_B_TITLE: Web Developer",
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    "slug": "web-developer",
    "source": "db"
  },
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      "dimension": {
        "difficulty_hint": "well_known",
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        "id": 342,
        "rationale": "Knowledge of widely-used WordPress plugins and themes for e-commerce, SEO, page building, and forms.",
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        "source": "db"
      },
      "input_skill": "WooCommerce",
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          "rationale": null,
          "role_archetype": "Engineering",
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      ]
    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
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        "rationale": "Working across Shopify\u2019s core product offerings and platform variants to meet diverse commerce requirements.",
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        "source": "db"
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      "input_skill": "Shopify",
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      "roles_from_db": [
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      ]
    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "PHP and Magento Extension Points",
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        "rationale": "Core implementation surface for Magento customizations, including module code, event-driven hooks, and platform conventions. This is the primary language-and-framework cluster for building upgrade-safe storefront behavior.",
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        "source": "db"
      },
      "input_skill": "PHP",
      "llm_role": null,
      "roles_from_db": [
        {
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          "rationale": null,
          "role_archetype": "Engineering",
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          "source": "db"
        }
      ]
    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "PHP and WordPress Hooks",
        "id": 326,
        "rationale": "Core implementation language and extension points used to build WordPress behavior. This covers PHP code that powers themes, plugins, and site-specific customizations, plus the hook system that stitches features into WordPress lifecycle events.",
        "slug": "php-and-wordpress-hooks",
        "source": "db"
      },
      "input_skill": "PHP",
      "llm_role": null,
      "roles_from_db": [
        {
          "display_name": "WordPress Dev",
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          "rationale": null,
          "role_archetype": "Engineering",
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          "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.",
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        "source": "db"
      },
      "input_skill": "PHP",
      "llm_role": null,
      "roles_from_db": [
        {
          "display_name": "Drupal Dev",
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          "rationale": null,
          "role_archetype": "Engineering",
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        }
      ]
    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "Cross-Platform App Languages",
        "id": 167,
        "rationale": "Languages used to implement shared mobile features across iOS and Android from a common codebase. This is the primary coding surface for hybrid app logic, UI behavior, and platform-specific branching.",
        "slug": "cross-platform-app-languages",
        "source": "db"
      },
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        },
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            "source": "db"
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        }
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    },
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      "aliases_in_db": [],
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          "volatility": "FAST"
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        "skill_id": "dreamweaver",
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      "new_alias_persisted": false,
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    },
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            },
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            },
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              "display_name": "Web Developer",
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          ]
        },
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          },
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      ],
      "input_skill": "Responsive Web Design",
      "matched_via": "embedding_alias",
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      "source_tag": "db",
      "was_in_llm_skills": true
    },
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          "alias_text": "SEO",
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          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
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        "is_also_category": false,
        "is_extractable": true,
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      },
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        }
      ],
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      "source_tag": "db",
      "was_in_llm_skills": true
    },
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          "alias_text": "Analytics",
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          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
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        "display_name": "Analytics",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "analytics",
        "sub_category_id": 1257,
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      },
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            "source": "db"
          },
          "input_skill": "Analytics",
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        }
      ],
      "input_skill": "Analytics",
      "matched_via": "alias",
      "new_alias_persisted": false,
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      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
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          "alias_text": "Plugins",
          "alias_type": "CANONICAL",
          "id": 5278,
          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
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        "display_name": "Plugins",
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        "is_also_category": false,
        "is_extractable": true,
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        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "PHP and Magento Extension Points",
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            "rationale": "Core implementation surface for Magento customizations, including module code, event-driven hooks, and platform conventions. This is the primary language-and-framework cluster for building upgrade-safe storefront behavior.",
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            "source": "db"
          },
          "input_skill": "Plugins",
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          ]
        }
      ],
      "input_skill": "Plugins",
      "matched_via": "alias",
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      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "theme development",
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          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
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        "is_also_category": false,
        "is_extractable": true,
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      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Theme and Template Development",
            "id": 327,
            "rationale": "Building the presentation layer of a WordPress site through themes, templates, and template parts. This is a coherent cluster because WordPress developers directly shape page structure, rendering logic, and reusable layout composition.",
            "slug": "theme-and-template-development",
            "source": "db"
          },
          "input_skill": "Theme Development",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "WordPress Dev",
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              "role_archetype": "Engineering",
              "slug": "wordpress-dev",
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            }
          ]
        }
      ],
      "input_skill": "Theme Development",
      "matched_via": "alias",
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      "new_alias_text": null,
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    },
    {
      "aliases_in_db": [],
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      "dimensions": [],
      "input_skill": "Wireframing",
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      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
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          "sub_category": "general",
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          "volatility": "MEDIUM"
        },
        "enrichment": null,
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        "skill_id": "wireframing",
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        "warnings": []
      },
      "source_tag": "llm",
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    },
    {
      "aliases_in_db": [],
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      "input_skill": "Storyboarding",
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      "new_alias_persisted": false,
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          "volatility": "MEDIUM"
        },
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        "skill_id": "storyboarding",
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      },
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    },
    {
      "aliases_in_db": [],
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      "dimensions": [],
      "input_skill": "User Flows",
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      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
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          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
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          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
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        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "user-flows",
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        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Process Flows",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Design Methodologies",
          "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": "process-flows",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Site Maps",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Design Methodologies",
          "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": "site-maps",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "Wix",
    "WordPress",
    "Dreamweaver",
    "CMS",
    "Wireframing",
    "Storyboarding",
    "User Flows",
    "Process Flows",
    "Site Maps"
  ]
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "Web Developer",
    "id": 25,
    "rationale": "Multi-alias tie (3 roles at 1.0) resolved by TIER_B_TITLE: Web Developer",
    "role_archetype": null,
    "slug": "web-developer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "WooCommerce",
      "tag": "in_db"
    },
    {
      "skill": "Wix",
      "tag": "new"
    },
    {
      "skill": "WordPress",
      "tag": "new"
    },
    {
      "skill": "Shopify",
      "tag": "in_db"
    },
    {
      "skill": "PHP",
      "tag": "in_db"
    },
    {
      "skill": "JavaScript",
      "tag": "in_db"
    },
    {
      "skill": "HTML",
      "tag": "in_db"
    },
    {
      "skill": "CSS",
      "tag": "in_db"
    },
    {
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    ],
    "new_skills_created": 0,
    "role_dimension_saved": 0,
    "skill_dimension_saved": 0,
    "skipped": 3
  },
  "planner_output": null,
  "run_id": "96e3daba-d366-47c5-a3db-e6e98143d919"
}

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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