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Pipeline run

c2671765-c4ed-4a3c-a4c2-f1290e3cc12d

Pipeline LLM cost (USD)
API 1: $0.0094 API 2: $0.0003 API 3: $0.0000 Total: $0.0097

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
Nature of work · Platform / application development
Build and enhance ServiceNow scoped apps and the enterprise platform: analyze requirements, develop features/components, debug issues, write APIs and UI pages/macros, and deliver compliant, high-quality code with docs in SCRUM teams.
""building the new generation enterprise platform""
Tech stack maturity
Mainstream Modern
ServiceNow development with APIs, JavaScript, HTML/CSS, design patterns, and Scrum reflects a widely adopted enterprise platform and contemporary web-based implementation stack rather than bleeding-edge or legacy-only technology.
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 (17)
ServiceNow JavaScript HTML CSS SCRUM Version Control UI Pages UI Macros APIs Design Patterns React TypeScript Web Accessibility Guidelines DevOps Analytics Object-Oriented Programming Functional Programming
Skill cluster (5 dimension groups, role-scoped)
JavaScript and TypeScript
JavaScript TypeScript
CI/CD Pipeline Platforms
DevOps
Frontend Frameworks and Libraries
React
Styling and Responsive Layout
CSS
Cross-cutting / unaligned
ServiceNow HTML SCRUM Version Control UI Pages UI Macros APIs Design Patterns Web Accessibility Guidelines Analytics Object-Oriented Programming Functional Programming
Show KRA description ↓
As a Software Engineer II at Nuvolo, you shall be responsible for building the new generation enterprise platform. Being important member of our Innovation team, you will help create solutions that are of highest level of quality and compliance, suggest standards and best practices for various modules of system. Thinking outside the box and innovate processes, technology and frameworks to transform Nuvolo Technologies software portfolio Analyzing needs and requirements, developing new features in existing applications, building new components, testing, troubleshooting bugs. Working closely with software engineers, quality engineers, Product owners, architecture team to craft great product experiences. Your knowledge to develop across various web technologies To produce high quality deliverable's in a timely manner that adhere to Nuvolo standards To follow Nuvolo engineering practices, release processes and demo software products to stakeholders To assume technical accountability for your work products and provide technical support during design Providing functional and technical documentation for enablement of new capabilities Building software that is configurable, modular, simple, intuitive and easy to use To identify and document best practices 6+ year of experience Your ServiceNow scoped apps development experience Very good hands-on with ServiceNow client side and server-side scripting Working knowledge of UI pages, UI macros Your experience APIs development on ServiceNow Good knowledge of Javascript and design patterns Ability to generate clean, semantic HTML & CSS Good problem solving and debugging skills Your experience of analytics Your ability to operate and deliver high quality code deliverables Excellent written and verbal communications, with a proven history at being able to work and collaborate effectively with non-technical team members and/or clients Understanding of functional and object-oriented programming. Experience with the application development lifecycle process based on SCRUM, including requirement analysis, quality assurance, design, scheduling, implementation, issue tracking, version control and deployment Knowledge of React and Typescript Knowledge on Maths topics such as calculus, algebra, statistics. Mobile web application experience Working knowledge of web accessibility guidelines. Experience with various dev-ops tools

Signals

Skill sitecore-dev
0.30
Alias backend-engineer
1.00
KRA full-stack-engineer
0.58

Post-classification

Centroidupdated · n=4
Alias collision log
New-role queue
New skills captured7
New KRA capturedyes

Captured for admin review

ServiceNow primary ServiceNow Developer pending
Version Control primary ServiceNow Developer pending
UI Pages primary ServiceNow Developer pending
UI Macros primary ServiceNow Developer pending
Web Accessibility Guidelines ServiceNow Developer pending
Object-Oriented Programming ServiceNow Developer pending
Functional Programming ServiceNow Developer pending
R&R fragment (sim 0.00) ServiceNow Developer pending

As a Software Engineer II at Nuvolo, you shall be responsible for building the new generation enterprise platform. Being important member of our Innovation team, you will help create solutions that ar…

Status: completed Created: 2026-05-27T16:46:56.921949Z Updated: 2026-05-27T16:49:26.027157Z API 3 duration: 83375 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

ServiceNow Developer

domain · ITSM & Automation CASE DOMAIN

slug: servicenow-developer · id: 204 · source: db

Domain=ITSM & Automation; The JD is centered on ServiceNow scoped app development, client/server-side scripting, APIs, and platform feature delivery, which best matches a ServiceNow Developer.

Matched skills

ServiceNow scoped apps developmentServiceNow client side scriptingServiceNow server-side scriptingUI pagesUI macrosAPIs development on ServiceNowJavascriptdesign patternsHTMLCSSReactTypescriptweb accessibility guidelinesdev-ops toolsSCRUM

Matched dimensions

ServiceNow platform developmentEnterprise platform engineeringWeb application developmentFrontend and backend scriptingAPI developmentSoftware quality and complianceAgile software deliveryTechnical documentation and support

Matched KRAs

building the new generation enterprise platformdevelop new features in existing applicationsbuild new componentstesting, troubleshooting bugsproduce high quality deliverable's in a timely mannerfollow Nuvolo engineering practices, release processesassume technical accountability for your work productsprovide technical support during designproviding functional and technical documentationidentify and document best practices

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

Job Overview As a Software Engineer II at Nuvolo, you shall be responsible for building the new generation enterprise platform. Being important member of our Innovation team, you will help create solutions that are of highest level of quality and compliance, suggest standards and best practices for various modules of system. As a Software Engineer II, your role will include    Thinking outside the box and innovate processes, technology and frameworks to transform Nuvolo Technologies software portfolio   Analyzing needs and requirements, developing new features in existing applications, building new components, testing, troubleshooting bugs.   Working closely with software engineers, quality engineers, Product owners, architecture team to craft great product experiences.   Your knowledge to develop across various web technologies   To produce high quality deliverable's in a timely manner that adhere to Nuvolo standards   To follow Nuvolo engineering practices, release processes and demo software products to stakeholders   To assume technical accountability for your work products and provide technical support during design   Providing functional and technical documentation for enablement of new capabilities   Building software that is configurable, modular, simple, intuitive and easy to use   To identify and document best practices   This role could be a fit for you if you bring   6+ year of experience   Your ServiceNow  scoped apps development  experience   Very good hands-on with ServiceNow  client side  and  server-side scripting   Working knowledge of  UI pages, UI macros   Your experience  APIs  development on ServiceNow   Good knowledge of  Javascript  and  design patterns   Ability to generate clean, semantic  HTML  &  CSS   Good  problem solving  and debugging skills   Your experience of  analytics   Your ability to operate and deliver high quality code deliverables   Excellent written and verbal communications, with a proven history at being able to work and collaborate effectively with non-technical team members and/or clients   Understanding of functional and object-oriented programming.   Experience with the application development lifecycle process based on SCRUM, including requirement analysis, quality assurance, design, scheduling, implementation, issue tracking, version control and deployment   Bonus points for   Knowledge of  React  and  Typescript   Knowledge on Maths topics such as calculus, algebra, statistics.   ServiceNow certified application developer   Mobile  web application experience   Working knowledge of web  accessibility  guidelines.   Experience with various dev-ops tools   Who we are? Nuvolo is the global leader in modern, cloud-based Connected Workplace solutions. Built on ServiceNow, we provide a single platform to manage all people, all physical locations, all assets, and all work – enabling data sharing across departments. Industries we serve through our SaaS applications include healthcare, life sciences, financial services, retail, government, higher education & enterprise. We are a software company that provides generous compensation, excellent benefits, stock options plan, and the opportunity to be surrounded by passionate team members that look out for each other. The culture offers a friendly environment where you are challenged and can achieve more! You could be a fit for Nuvolo if you champion our core values:   Act with integrity   Embrace teamwork   Take care of each other   Nuvolo is proud to be an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.

Skills from this JD

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

ServiceNow 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
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 skipped (dimension not under chosen role)
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 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 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)
React Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: React id=610 · react

Aliases — catalog

  • React (CANONICAL) primary
  • React 0.13 (VERSION)
  • React 0.14 (VERSION)
  • React 15 (VERSION)
  • React 15.x (VERSION)
  • React 16 (VERSION)
  • React 16.x (VERSION)
  • React 17 (VERSION)
  • React 17.x (VERSION)
  • React 18 (VERSION)
  • React 18.x (VERSION)
  • React 19 (VERSION)
  • React v15 (VERSION)
  • React v16 (VERSION)
  • React v17 (VERSION)
  • React v18 (VERSION)
  • React v19 (VERSION)
  • ReactJS 18 (VERSION)
  • react 15 (VERSION)
  • react 16 (VERSION)
  • react 17 (VERSION)
  • react 18 (VERSION)
  • react 19 (VERSION)
  • react15 (VERSION)
  • react16 (VERSION)
  • react17 (VERSION)
  • react18 (VERSION)
  • react19 (VERSION)
  • reactjs 18 (VERSION)

Context tags (catalog)

Babel Class Components Component Lifecycle Context API Functional Components Higher-Order Components Hooks JSX Next.js PropTypes Props React Native React Router Redux SSR State Management Styled Components Testing Library TypeScript Virtual DOM Webpack component lifecycle context API frontend hooks props state management useEffect useState virtual DOM

Stored enrichment (catalog DB)

Category
Framework
Sub-category
Frontend Framework
Vendor
Meta
License
mit
Year introduced
2013
Confidence
0.98
Version strategy
SEPARATE_ENTITY
Version tag
18

Maturity reasoning: React appears in high-volume frontend job postings across startups and enterprises and remains a default hiring-pipeline skill, with strong GitHub/npm usage and ecosystem activity.

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)

  • 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

  • Frontend Frameworks and Libraries Catalog dimension db id 434

    Library dimension (catalog)

    Roles linked in library: Shopify Dev

  • JavaScript for WordPress Catalog dimension db id 329

    Library dimension (catalog)

    Roles linked in library: WordPress Dev

  • React Component Architecture Catalog dimension db id 302

    Library dimension (catalog)

    Roles linked in library: React Frontend Developer

  • 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
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)
Frontend Frameworks and Libraries
frontend-frameworks-and-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
JavaScript for WordPress
javascript-for-wordpress
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
React Component Architecture
react-component-architecture
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
UI Frameworks and Rendering
ui-frameworks-and-rendering
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
TypeScript Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: TypeScript id=524 · typescript

Aliases — catalog

  • TypeScript (CANONICAL) primary
  • TypeScript 5 (VERSION)
  • TypeScript 5.x (VERSION)
  • ts (VERSION)
  • ts5 (VERSION)
  • typescript 5 (VERSION)
  • typescript 5.x (VERSION)
  • typescript5 (VERSION)

Context tags (catalog)

Angular Async/Await Decorator Deno ESLint Generics GraphQL Interfaces JavaScript Jest NestJS Next.js Node.js Promise React Redux RxJS TypeORM Vite Vue Vue.js Webpack async/await decorators generics interfaces module resolution npm strict mode tsconfig type annotations type guards type inference type safety yarn

Stored enrichment (catalog DB)

Category
Language
Sub-category
Programming Language
Vendor
Microsoft
License
apache_2
Year introduced
2012
Confidence
0.99
Version strategy
NOT_APPLICABLE

Maturity reasoning: TypeScript is a hiring-pipeline staple: it appears in a large share of modern web/frontend and Node.js job descriptions, and major frameworks like Angular and Next.js recommend it by default.

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

  • Programming Languages Catalog dimension db id 1

    Library dimension (catalog)

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

  • Programming Languages for XR Catalog dimension db id 97

    Library dimension (catalog)

    Roles linked in library: AR/VR Engineer

  • 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
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 skipped (dimension not under chosen role)
Programming Languages
programming-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Programming Languages for XR
programming-languages-for-xr
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)
SCRUM Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Scrum id=1215 · scrum

Aliases — catalog

  • Scrum (CANONICAL) primary

Context tags (catalog)

Agile Kanban backlog burndown chart cross-functional team daily standup definition of done increment product owner release planning retrospective scrum framework scrum master sprint story points user stories velocity

Stored enrichment (catalog DB)

Category
Methodology
Sub-category
Scrum
Confidence
0.99
Version strategy
NOT_APPLICABLE

Maturity reasoning: Scrum appears in a large share of agile project-management and product-owner job descriptions, and Scrum Alliance/PSM certifications are widely requested in hiring pipelines.

Skill profile (library / DB)

Skill nature
METHODOLOGY
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
8
Sub-category id
3627
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • React Frontend Development Catalog dimension db id 96

    Library dimension (catalog)

  • Software Concepts, Patterns & Practices Catalog dimension db id 478

    Library dimension (catalog)

    Roles linked in library: Engineering Manager

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)
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Version Control 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
Soft Skills
Sub-category
general
Skill nature
PRACTICE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
UI Pages 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
Web Frameworks
Sub-category
general
Skill nature
TOOL
Volatility
FAST
Typical lifespan
SHORT_LIVED
Version strategy
VERSIONED
UI Macros 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
Web Frameworks
Sub-category
general
Skill nature
TOOL
Volatility
FAST
Typical lifespan
SHORT_LIVED
Version strategy
VERSIONED
APIs Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: APIs id=1192 · apis

Aliases — catalog

  • APIs (CANONICAL)

Context tags (catalog)

API Gateway Endpoint GraphQL JSON JWT Microservices OAuth Postman REST Rate Limiting SOAP Swagger Throttling Webhooks XML

Stored enrichment (catalog DB)

Category
Protocol
Sub-category
Application Programming Interfaces
Confidence
0.93
Version strategy
NOT_APPLICABLE

Maturity reasoning: APIs are a hiring-pipeline staple across backend, mobile, and platform JDs; REST/GraphQL/API design appears in large volumes of job postings and vendor docs, indicating broad adoption.

Skill profile (library / DB)

Skill nature
PROTOCOL
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
10
Sub-category id
902
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)
Design Patterns Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: design patterns id=1654 · design-patterns

Aliases — catalog

  • design patterns (CANONICAL)

Context tags (catalog)

Adapter Builder Command Composite Decorator Dependency Injection Facade Factory MVC Observer Prototype SOLID Singleton Strategy Visitor

Stored enrichment (catalog DB)

Category
Concept
Sub-category
Software Design Patterns
Confidence
0.94
Version strategy
NOT_APPLICABLE

Maturity reasoning: Design patterns are a standard interview/JD topic across backend and frontend roles; job postings commonly mention them alongside OOP and system design, and they remain core in books, courses, and code reviews.

Skill profile (library / DB)

Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
2
Sub-category id
1247
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)
Web Accessibility Guidelines Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: WCAG 2.1 id=3089 · wcag-2-1

Aliases — catalog

  • WCAG 2.1 (VERSION)
  • WCAG2.1 (VERSION)
  • Web Content Accessibility Guidelines (WCAG) 2.1 (VERSION)
  • Web Content Accessibility Guidelines 2.1 (VERSION)

Context tags (catalog)

ARIA WCAG compliance accessibility audit accessible forms alt text assistive technology auditory impairment color contrast focus management inclusive design keyboard navigation mobile accessibility responsive design screen reader semantic HTML testing tools user experience user testing visual impairment

Stored enrichment (catalog DB)

Category
Standard
Sub-category
Accessibility Standard
Year introduced
2018
Confidence
0.98
Version strategy
SEPARATE_ENTITY
Version tag
2.1

Maturity reasoning: WCAG 2.1 is widely referenced in accessibility job descriptions and procurement requirements, and it remains the baseline standard for web accessibility compliance rather than a niche or sunset technology.

Skill profile (library / DB)

Skill nature
STANDARD
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
12
Sub-category id
502
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Standards, Protocols & Compliance Catalog dimension db id 452

    Library dimension (catalog)

    Roles linked in library: Engineering Manager, Sitecore Dev

  • Web Standards & Compliance Catalog dimension db id 343

    Library dimension (catalog)

    Roles linked in library: WordPress Dev

  • Web Standards, Protocols & Compliance Catalog dimension db id 436

    Library dimension (catalog)

    Roles linked in library: Shopify Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Standards, Protocols & Compliance
standards-protocols-compliance
Skipped — no persistable v3 meta for new skill
skill_not_in_db_v3_proposed
Web Standards & Compliance
web-standards-compliance
Skipped — no persistable v3 meta for new skill
skill_not_in_db_v3_proposed
Web Standards, Protocols & Compliance
web-standards-protocols-compliance
Skipped — no persistable v3 meta for new skill
skill_not_in_db_v3_proposed
DevOps Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: DevOps id=1216 · devops

Aliases — catalog

  • DevOps (CANONICAL)

Context tags (catalog)

Agile Ansible Automation CI/CD Cloud-native Continuous Deployment Continuous Integration Docker GitOps Infrastructure as Code Jenkins Kubernetes Microservices Monitoring SRE Terraform

Stored enrichment (catalog DB)

Category
Methodology
Sub-category
Devops Methodology
Confidence
0.97
Version strategy
NOT_APPLICABLE

Maturity reasoning: DevOps appears in a large share of software and platform engineering job descriptions, often alongside CI/CD, Kubernetes, and cloud tooling; it is a standard hiring-pipeline keyword rather than a niche specialty.

Skill profile (library / DB)

Skill nature
METHODOLOGY
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
8
Sub-category id
922
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • CI/CD Pipeline Platforms Catalog dimension db id 150

    Library dimension (catalog)

    Roles linked in library: DevOps Engineer

  • Deployment and Release Patterns Catalog dimension db id 140

    Library dimension (catalog)

    Roles linked in library: Cloud Architect

  • Infrastructure as Code Catalog dimension db id 132

    Library dimension (catalog)

    Roles linked in library: Cloud Architect, DevOps Engineer

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
CI/CD Pipeline Platforms
ci-cd-pipeline-platforms
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Deployment and Release Patterns
deployment-and-release-patterns
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Infrastructure as Code
infrastructure-as-code
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)
Object-Oriented Programming 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
Programming Languages
Sub-category
general
Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Version strategy
UNVERSIONED
Functional Programming 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
Programming Languages
Sub-category
general
Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
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
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 skipped (dimension not under chosen role)
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 skipped (dimension not under chosen role)
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)
React in_db
Application Frameworks & Libraries
application-frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
React in_db
Frameworks & Libraries
frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
React in_db
Frontend Frameworks and Libraries
frontend-frameworks-and-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
React in_db
JavaScript for WordPress
javascript-for-wordpress
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
React in_db
React Component Architecture
react-component-architecture
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
React in_db
UI Frameworks and Rendering
ui-frameworks-and-rendering
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
TypeScript in_db
Cross-Platform App Languages
cross-platform-app-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
TypeScript in_db
JavaScript and TypeScript
javascript-and-typescript
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
TypeScript in_db
Programming Languages
programming-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
TypeScript in_db
Programming Languages for XR
programming-languages-for-xr
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
TypeScript in_db
Sitecore Development Languages
sitecore-development-languages
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SCRUM in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SCRUM in_db
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
APIs in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Design Patterns in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Web Accessibility Guidelines new
Standards, Protocols & Compliance
standards-protocols-compliance
Skipped — no persistable v3 meta for new skill skill_not_in_db_v3_proposed
Web Accessibility Guidelines new
Web Standards & Compliance
web-standards-compliance
Skipped — no persistable v3 meta for new skill skill_not_in_db_v3_proposed
Web Accessibility Guidelines new
Web Standards, Protocols & Compliance
web-standards-protocols-compliance
Skipped — no persistable v3 meta for new skill skill_not_in_db_v3_proposed
DevOps in_db
CI/CD Pipeline Platforms
ci-cd-pipeline-platforms
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
DevOps in_db
Deployment and Release Patterns
deployment-and-release-patterns
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
DevOps in_db
Infrastructure as Code
infrastructure-as-code
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)

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed ServiceNow | type=Cloud Platforms subtype=general nature=PLATFORM lifespan=MULTI_YEAR
canonical_skill_proposed Version Control | type=Soft Skills subtype=general nature=PRACTICE lifespan=MULTI_YEAR
canonical_skill_proposed UI Pages | type=Web Frameworks subtype=general nature=TOOL lifespan=SHORT_LIVED
canonical_skill_proposed UI Macros | type=Web Frameworks subtype=general nature=TOOL lifespan=SHORT_LIVED
canonical_skill_proposed Object-Oriented Programming | type=Programming Languages subtype=general nature=CONCEPT lifespan=EVERGREEN
canonical_skill_proposed Functional Programming | type=Programming Languages subtype=general nature=CONCEPT lifespan=EVERGREEN
dimension_skill_link_proposed Web Accessibility Guidelines ↔ Standards, Protocols & Compliance
dimension_skill_link_proposed Web Accessibility Guidelines ↔ Web Standards & Compliance
dimension_skill_link_proposed Web Accessibility Guidelines ↔ Web Standards, Protocols & Compliance
nano JD Parser — gpt-4.1-nano click to toggle
RoleSoftware Engineer II
CompanyNuvolo
Experience6+ year of experience
DomainIT Services & Consulting
JD type pass

Certifications

ServiceNow certified application developer
Show raw JSON
{
  "JD_type": "pass",
  "about_company": {
    "source_marker": {
      "first_5_words": "Nuvolo is the global leader",
      "last_5_words": "for all employees."
    },
    "text": "Nuvolo is the global leader in modern, cloud-based Connected Workplace solutions. Built on ServiceNow, we provide a single platform to manage all people, all physical locations, all assets, and all work \u2013 enabling data sharing across departments. Industries we serve through our SaaS applications include healthcare, life sciences, financial services, retail, government, higher education \u0026 enterprise. We are a software company that provides generous compensation, excellent benefits, stock options plan, and the opportunity to be surrounded by passionate team members that look out for each other. The culture offers a friendly environment where you are challenged and can achieve more! You could be a fit for Nuvolo if you champion our core values: Act with integrity, Embrace teamwork, Take care of each other. Nuvolo is proud to be an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.",
    "word_count": 139
  },
  "certifications": [
    "ServiceNow certified application developer"
  ],
  "company_name": "Nuvolo",
  "ctc": null,
  "domain": {
    "primary": {
      "aliases": [
        "ITES",
        "BPO",
        "Tech Consulting"
      ],
      "domain": "IT Services \u0026 Consulting"
    },
    "secondary": null
  },
  "education": [],
  "experience": {
    "max": null,
    "min": 6,
    "raw": "6+ year of experience"
  },
  "job_locations": [],
  "role": "Software Engineer II",
  "role_aliases": [
    "Software Engineer",
    "SWE",
    "Software Developer"
  ],
  "role_archetype": "Engineering",
  "roles_and_responsibilities": [
    {
      "bullet_count": 0,
      "heading": "Job Overview",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "As a Software Engineer II",
        "last_5_words": "modules of system."
      },
      "text": "As a Software Engineer II at Nuvolo, you shall be responsible for building the new generation enterprise platform. Being important member of our Innovation team, you will help create solutions that are of highest level of quality and compliance, suggest standards and best practices for various modules of system.",
      "word_count": 50
    },
    {
      "bullet_count": 9,
      "heading": "Your role will include",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Thinking outside the box and",
        "last_5_words": "and document best practices"
      },
      "text": "Thinking outside the box and innovate processes, technology and frameworks to transform Nuvolo Technologies software portfolio\nAnalyzing needs and requirements, developing new features in existing applications, building new components, testing, troubleshooting bugs.\nWorking closely with software engineers, quality engineers, Product owners, architecture team to craft great product experiences.\nYour knowledge to develop across various web technologies\nTo produce high quality deliverable\u0027s in a timely manner that adhere to Nuvolo standards\nTo follow Nuvolo engineering practices, release processes and demo software products to stakeholders\nTo assume technical accountability for your work products and provide technical support during design\nProviding functional and technical documentation for enablement of new capabilities\nBuilding software that is configurable, modular, simple, intuitive and easy to use\nTo identify and document best practices",
      "word_count": 139
    },
    {
      "bullet_count": 12,
      "heading": "This role could be a fit for you if you bring",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "6+ year of experience Your",
        "last_5_words": "and version control and deployment"
      },
      "text": "6+ year of experience\nYour ServiceNow scoped apps development experience\nVery good hands-on with ServiceNow client side and server-side scripting\nWorking knowledge of UI pages, UI macros\nYour experience APIs development on ServiceNow\nGood knowledge of Javascript and design patterns\nAbility to generate clean, semantic HTML \u0026 CSS\nGood problem solving and debugging skills\nYour experience of analytics\nYour ability to operate and deliver high quality code deliverables\nExcellent written and verbal communications, with a proven history at being able to work and collaborate effectively with non-technical team members and/or clients\nUnderstanding of functional and object-oriented programming.\nExperience with the application development lifecycle process based on SCRUM, including requirement analysis, quality assurance, design, scheduling, implementation, issue tracking, version control and deployment",
      "word_count": 155
    },
    {
      "bullet_count": 5,
      "heading": "Bonus points for",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Knowledge of React and Typescript",
        "last_5_words": "with various dev-ops tools"
      },
      "text": "Knowledge of React and Typescript\nKnowledge on Maths topics such as calculus, algebra, statistics.\nMobile web application experience\nWorking knowledge of web accessibility guidelines.\nExperience with various dev-ops tools",
      "word_count": 41
    }
  ],
  "urls": []
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "ServiceNow"
    },
    {
      "is_primary": true,
      "skill_name": "JavaScript"
    },
    {
      "is_primary": true,
      "skill_name": "HTML"
    },
    {
      "is_primary": true,
      "skill_name": "CSS"
    },
    {
      "is_primary": false,
      "skill_name": "React"
    },
    {
      "is_primary": false,
      "skill_name": "TypeScript"
    },
    {
      "is_primary": true,
      "skill_name": "SCRUM"
    },
    {
      "is_primary": true,
      "skill_name": "Version Control"
    },
    {
      "is_primary": true,
      "skill_name": "UI Pages"
    },
    {
      "is_primary": true,
      "skill_name": "UI Macros"
    },
    {
      "is_primary": true,
      "skill_name": "APIs"
    },
    {
      "is_primary": true,
      "skill_name": "Design Patterns"
    },
    {
      "is_primary": false,
      "skill_name": "Web Accessibility Guidelines"
    },
    {
      "is_primary": false,
      "skill_name": "DevOps"
    },
    {
      "is_primary": false,
      "skill_name": "Analytics"
    },
    {
      "is_primary": false,
      "skill_name": "Object-Oriented Programming"
    },
    {
      "is_primary": false,
      "skill_name": "Functional Programming"
    }
  ],
  "jd_role": {
    "display_name": "Software Engineer II",
    "rationale": null,
    "role_aliases": [
      "Software Engineer",
      "SWE",
      "Software Developer"
    ],
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": {
      "source_marker": {
        "first_5_words": "Nuvolo is the global leader",
        "last_5_words": "for all employees."
      },
      "text": "Nuvolo is the global leader in modern, cloud-based Connected Workplace solutions. Built on ServiceNow, we provide a single platform to manage all people, all physical locations, all assets, and all work \u2013 enabling data sharing across departments. Industries we serve through our SaaS applications include healthcare, life sciences, financial services, retail, government, higher education \u0026 enterprise. We are a software company that provides generous compensation, excellent benefits, stock options plan, and the opportunity to be surrounded by passionate team members that look out for each other. The culture offers a friendly environment where you are challenged and can achieve more! You could be a fit for Nuvolo if you champion our core values: Act with integrity, Embrace teamwork, Take care of each other. Nuvolo is proud to be an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.",
      "word_count": 139
    },
    "certifications": [
      "ServiceNow certified application developer"
    ],
    "company_name": "Nuvolo",
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [
          "ITES",
          "BPO",
          "Tech Consulting"
        ],
        "domain": "IT Services \u0026 Consulting"
      },
      "secondary": null
    },
    "education": [],
    "experience": {
      "max": null,
      "min": 6,
      "raw": "6+ year of experience"
    },
    "job_locations": [],
    "role": "Software Engineer II",
    "role_aliases": [
      "Software Engineer",
      "SWE",
      "Software Developer"
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 0,
        "heading": "Job Overview",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "As a Software Engineer II",
          "last_5_words": "modules of system."
        },
        "text": "As a Software Engineer II at Nuvolo, you shall be responsible for building the new generation enterprise platform. Being important member of our Innovation team, you will help create solutions that are of highest level of quality and compliance, suggest standards and best practices for various modules of system.",
        "word_count": 50
      },
      {
        "bullet_count": 9,
        "heading": "Your role will include",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Thinking outside the box and",
          "last_5_words": "and document best practices"
        },
        "text": "Thinking outside the box and innovate processes, technology and frameworks to transform Nuvolo Technologies software portfolio\nAnalyzing needs and requirements, developing new features in existing applications, building new components, testing, troubleshooting bugs.\nWorking closely with software engineers, quality engineers, Product owners, architecture team to craft great product experiences.\nYour knowledge to develop across various web technologies\nTo produce high quality deliverable\u0027s in a timely manner that adhere to Nuvolo standards\nTo follow Nuvolo engineering practices, release processes and demo software products to stakeholders\nTo assume technical accountability for your work products and provide technical support during design\nProviding functional and technical documentation for enablement of new capabilities\nBuilding software that is configurable, modular, simple, intuitive and easy to use\nTo identify and document best practices",
        "word_count": 139
      },
      {
        "bullet_count": 12,
        "heading": "This role could be a fit for you if you bring",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "6+ year of experience Your",
          "last_5_words": "and version control and deployment"
        },
        "text": "6+ year of experience\nYour ServiceNow scoped apps development experience\nVery good hands-on with ServiceNow client side and server-side scripting\nWorking knowledge of UI pages, UI macros\nYour experience APIs development on ServiceNow\nGood knowledge of Javascript and design patterns\nAbility to generate clean, semantic HTML \u0026 CSS\nGood problem solving and debugging skills\nYour experience of analytics\nYour ability to operate and deliver high quality code deliverables\nExcellent written and verbal communications, with a proven history at being able to work and collaborate effectively with non-technical team members and/or clients\nUnderstanding of functional and object-oriented programming.\nExperience with the application development lifecycle process based on SCRUM, including requirement analysis, quality assurance, design, scheduling, implementation, issue tracking, version control and deployment",
        "word_count": 155
      },
      {
        "bullet_count": 5,
        "heading": "Bonus points for",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Knowledge of React and Typescript",
          "last_5_words": "with various dev-ops tools"
        },
        "text": "Knowledge of React and Typescript\nKnowledge on Maths topics such as calculus, algebra, statistics.\nMobile web application experience\nWorking knowledge of web accessibility guidelines.\nExperience with various dev-ops tools",
        "word_count": 41
      }
    ],
    "urls": []
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "c2671765-c4ed-4a3c-a4c2-f1290e3cc12d",
  "stage3_signals": {
    "alias_found": true,
    "alias_match_roles": [
      {
        "display_name": "Backend Developer",
        "kra_matches": null,
        "matched_count": null,
        "matched_skills": null,
        "role_id": 1,
        "score": 1.0,
        "slug": "backend-engineer",
        "total_count": null
      }
    ],
    "kra_match_roles": [
      {
        "display_name": "Fullstack Developer",
        "kra_matches": [
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Working closely with software engineers, quality engineers, Product owners, architecture team to craft great product experiences.",
            "similarity": 0.6778
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Analyzing needs and requirements, developing new features in existing applications, building new components, testing, troubleshooting bugs.",
            "similarity": 0.5832
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "To assume technical accountability for your work products and provide technical support during design",
            "similarity": 0.4787
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 15,
        "score": 0.5799,
        "slug": "full-stack-engineer",
        "total_count": null
      },
      {
        "display_name": "Frontend Developer",
        "kra_matches": [
          {
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          },
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        ],
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        "score": 0.511,
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      },
      {
        "display_name": "React Native Developer",
        "kra_matches": [
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            "similarity": 0.5626
          },
          {
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            "similarity": 0.4713
          },
          {
            "kra_text": "maintain code quality",
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        ],
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    ],
    "skill_match_roles": [
      {
        "display_name": "Sitecore Dev",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "CSS",
          "HTML",
          "JavaScript"
        ],
        "role_id": 233,
        "score": 0.3,
        "slug": "sitecore-dev",
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      },
      {
        "display_name": "Drupal Dev",
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        "matched_skills": [
          "CSS",
          "HTML",
          "JavaScript"
        ],
        "role_id": 228,
        "score": 0.3,
        "slug": "drupal-dev",
        "total_count": 10
      },
      {
        "display_name": "Fullstack Developer",
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        "matched_count": 2,
        "matched_skills": [
          "CSS",
          "JavaScript"
        ],
        "role_id": 15,
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        "total_count": 10
      },
      {
        "display_name": "Web Developer",
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        "matched_skills": [
          "CSS",
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        ],
        "role_id": 25,
        "score": 0.2,
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      },
      {
        "display_name": "Pega Developer",
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        "matched_skills": [
          "HTML",
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        ],
        "role_id": 24,
        "score": 0.2,
        "slug": "pega-developer",
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    ]
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "DOMAIN",
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      "display_name": "ServiceNow Developer",
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    },
    "confidence": 0.98,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
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      "ServiceNow platform development",
      "Enterprise platform engineering",
      "Web application development",
      "Frontend and backend scripting",
      "API development",
      "Software quality and compliance",
      "Agile software delivery",
      "Technical documentation and support"
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    "matched_kras": [
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      "develop new features in existing applications",
      "build new components",
      "testing, troubleshooting bugs",
      "produce high quality deliverable\u0027s in a timely manner",
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      "provide technical support during design",
      "providing functional and technical documentation",
      "identify and document best practices"
    ],
    "matched_skills": [
      "ServiceNow scoped apps development",
      "ServiceNow client side scripting",
      "ServiceNow server-side scripting",
      "UI pages",
      "UI macros",
      "APIs development on ServiceNow",
      "Javascript",
      "design patterns",
      "HTML",
      "CSS",
      "React",
      "Typescript",
      "web accessibility guidelines",
      "dev-ops tools",
      "SCRUM"
    ],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Domain=ITSM \u0026 Automation; The JD is centered on ServiceNow scoped app development, client/server-side scripting, APIs, and platform feature delivery, which best matches a ServiceNow Developer.",
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  },
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    "centroid_n_after": 4,
    "centroid_updated": true,
    "collision_log_id": null,
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        "queue_id": 22047,
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        "role_slug": "servicenow-developer",
        "skill_name": "ServiceNow",
        "status": "pending"
      },
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        "is_primary": true,
        "queue_id": 22048,
        "role_display_name": "ServiceNow Developer",
        "role_slug": "servicenow-developer",
        "skill_name": "Version Control",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 22049,
        "role_display_name": "ServiceNow Developer",
        "role_slug": "servicenow-developer",
        "skill_name": "UI Pages",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 22050,
        "role_display_name": "ServiceNow Developer",
        "role_slug": "servicenow-developer",
        "skill_name": "UI Macros",
        "status": "pending"
      },
      {
        "is_primary": false,
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        "role_display_name": "ServiceNow Developer",
        "role_slug": "servicenow-developer",
        "skill_name": "Web Accessibility Guidelines",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 22052,
        "role_display_name": "ServiceNow Developer",
        "role_slug": "servicenow-developer",
        "skill_name": "Object-Oriented Programming",
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      },
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        "queue_id": 22053,
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        "role_slug": "servicenow-developer",
        "skill_name": "Functional Programming",
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    ],
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  }
}
API 2 — extract-details
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      "alias_persisted": false,
      "existing_alias_id": 1028,
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        "display_name": "JavaScript",
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        "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,
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      "existing_alias_text": "HTML",
      "input_term": "HTML",
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        "display_name": "HTML",
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        "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",
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        "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": 1047,
      "existing_alias_text": "React",
      "input_term": "React",
      "matched_canonical": {
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        "display_name": "React",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "FRAMEWORK",
        "slug": "react",
        "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": 914,
      "existing_alias_text": "TypeScript",
      "input_term": "TypeScript",
      "matched_canonical": {
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        "is_also_category": false,
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        "skill_nature": "LANGUAGE",
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        "typical_lifespan": "EVERGREEN",
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      },
      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 1851,
      "existing_alias_text": "Scrum",
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      "matched_canonical": {
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        "is_also_category": false,
        "is_extractable": true,
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        "sub_category_id": 3627,
        "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": 1828,
      "existing_alias_text": "APIs",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "PROTOCOL",
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        "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": 2624,
      "existing_alias_text": "design patterns",
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        "is_extractable": true,
        "skill_nature": "CONCEPT",
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        "sub_category_id": 1247,
        "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": 4559,
      "existing_alias_text": "Web Content Accessibility Guidelines 2.1",
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        "is_also_category": false,
        "is_extractable": true,
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        "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": 1852,
      "existing_alias_text": "DevOps",
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      "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",
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        "is_also_category": false,
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      "matched_via": "alias"
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    },
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    },
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      "role_archetype": "Engineering",
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      "source": "db"
    },
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    },
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    },
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      "role_archetype": "Engineering",
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    },
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      "slug": "pega-developer",
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      "slug": "devops-engineer",
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      "display_name": "Cloud Architect",
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      "slug": "cloud-architect",
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        "source": "db"
      },
      "input_skill": "JavaScript",
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        },
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          "slug": "ionic-developer",
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              "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",
              "id": 92,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "svelte-frontend-developer",
              "source": "db"
            },
            {
              "display_name": "Vue Frontend Developer",
              "id": 91,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "vue-frontend-developer",
              "source": "db"
            },
            {
              "display_name": "Web Developer",
              "id": 25,
              "rationale": null,
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              "slug": "web-developer",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Programming Languages",
            "id": 1,
            "rationale": "Primary implementation languages used to build client and server feature code. Full stack engineers need enough fluency to move across layers and implement product behavior end to end.",
            "slug": "programming-languages",
            "source": "db"
          },
          "input_skill": "TypeScript",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Backend Developer",
              "id": 1,
              "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",
              "id": 15,
              "rationale": null,
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              "slug": "full-stack-engineer",
              "source": "db"
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              "slug": "fullstack-developer",
              "source": "db"
            }
          ]
        },
        {
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            "display_name": "Programming Languages for XR",
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            "source": "db"
          },
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              "slug": "ar-vr-engineer",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Sitecore Development Languages",
            "id": 438,
            "rationale": "Core implementation languages and markup used to build Sitecore customizations, rendering logic, and site behavior. This is the primary authoring surface for Sitecore-specific code and templates.",
            "slug": "sitecore-development-languages",
            "source": "db"
          },
          "input_skill": "TypeScript",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Sitecore Dev",
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              "role_archetype": "Engineering",
              "slug": "sitecore-dev",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "TypeScript",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
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    },
    {
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          "alias_text": "Scrum",
          "alias_type": "CANONICAL",
          "id": 1851,
          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 8,
        "display_name": "Scrum",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "METHODOLOGY",
        "slug": "scrum",
        "sub_category_id": 3627,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "React Frontend Development",
            "id": 96,
            "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
            "slug": "d_init_01",
            "source": "db"
          },
          "input_skill": "SCRUM",
          "llm_role": null,
          "roles_from_db": []
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Software Concepts, Patterns \u0026 Practices",
            "id": 478,
            "rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
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            "source": "db"
          },
          "input_skill": "SCRUM",
          "llm_role": null,
          "roles_from_db": [
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              "display_name": "Engineering Manager",
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              "rationale": null,
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          ]
        }
      ],
      "input_skill": "SCRUM",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
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    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Version Control",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Soft Skills",
          "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,
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        "skill_id": "version-control",
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        "warnings": []
      },
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    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "UI Pages",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
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        "warnings": []
      },
      "source_tag": "llm",
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    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "UI Macros",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
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          "sub_category": "general",
          "typical_lifespan": "SHORT_LIVED",
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          "volatility": "FAST"
        },
        "enrichment": null,
        "keep_log": [],
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        "skill_id": "ui-macros",
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        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "APIs",
          "alias_type": "CANONICAL",
          "id": 1828,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 10,
        "display_name": "APIs",
        "id": 1192,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "PROTOCOL",
        "slug": "apis",
        "sub_category_id": 902,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "React Frontend Development",
            "id": 96,
            "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
            "slug": "d_init_01",
            "source": "db"
          },
          "input_skill": "APIs",
          "llm_role": null,
          "roles_from_db": []
        }
      ],
      "input_skill": "APIs",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "design patterns",
          "alias_type": "CANONICAL",
          "id": 2624,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 2,
        "display_name": "design patterns",
        "id": 1654,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
        "slug": "design-patterns",
        "sub_category_id": 1247,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "React Frontend Development",
            "id": 96,
            "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
            "slug": "d_init_01",
            "source": "db"
          },
          "input_skill": "Design Patterns",
          "llm_role": null,
          "roles_from_db": []
        }
      ],
      "input_skill": "Design Patterns",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "WCAG 2.1",
          "alias_type": "VERSION",
          "id": 4556,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        },
        {
          "alias_text": "WCAG2.1",
          "alias_type": "VERSION",
          "id": 4557,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        },
        {
          "alias_text": "Web Content Accessibility Guidelines (WCAG) 2.1",
          "alias_type": "VERSION",
          "id": 5831,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        },
        {
          "alias_text": "Web Content Accessibility Guidelines 2.1",
          "alias_type": "VERSION",
          "id": 4559,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 12,
        "display_name": "WCAG 2.1",
        "id": 3089,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "STANDARD",
        "slug": "wcag-2-1",
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        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Standards, Protocols \u0026 Compliance",
            "id": 452,
            "rationale": "Ensure teams adhere to industry standards, security protocols, and regulatory compliance requirements.",
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            "source": "db"
          },
          "input_skill": "Web Accessibility Guidelines",
          "llm_role": null,
          "roles_from_db": [
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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",
              "id": 233,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "sitecore-dev",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Web Standards \u0026 Compliance",
            "id": 343,
            "rationale": "Ensuring WordPress sites adhere to web markup, styling, accessibility, and privacy regulations.",
            "slug": "web-standards-compliance",
            "source": "db"
          },
          "input_skill": "Web Accessibility Guidelines",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "WordPress Dev",
              "id": 227,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "wordpress-dev",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Web Standards, Protocols \u0026 Compliance",
            "id": 436,
            "rationale": "Adhering to industry standards and regulatory compliance when designing and integrating storefront solutions.",
            "slug": "web-standards-protocols-compliance",
            "source": "db"
          },
          "input_skill": "Web Accessibility Guidelines",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Shopify Dev",
              "id": 230,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "shopify-dev",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "Web Accessibility Guidelines",
      "matched_via": "embedding_alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "DevOps",
          "alias_type": "CANONICAL",
          "id": 1852,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 8,
        "display_name": "DevOps",
        "id": 1216,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "METHODOLOGY",
        "slug": "devops",
        "sub_category_id": 922,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "CI/CD Pipeline Platforms",
            "id": 150,
            "rationale": "Systems used to define, run, and maintain automated build and deployment workflows. This cluster is coherent because the role owns delivery automation end to end, including pipeline reliability and promotion logic.",
            "slug": "ci-cd-pipeline-platforms",
            "source": "db"
          },
          "input_skill": "DevOps",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "DevOps Engineer",
              "id": 10,
              "rationale": null,
              "role_archetype": null,
              "slug": "devops-engineer",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Deployment and Release Patterns",
            "id": 140,
            "rationale": "Patterns for promoting changes safely across environments, including rollout, rollback, and release gating strategies. Cloud Architects define these patterns so teams can deploy consistently across the platform.",
            "slug": "deployment-and-release-patterns",
            "source": "db"
          },
          "input_skill": "DevOps",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Cloud Architect",
              "id": 9,
              "rationale": null,
              "role_archetype": null,
              "slug": "cloud-architect",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Infrastructure as Code",
            "id": 132,
            "rationale": "Declarative provisioning and environment definition tools used to codify cloud infrastructure, repeatable environments, and platform standards. Cloud Architects use these to express reference architectures and guardrails.",
            "slug": "infrastructure-as-code",
            "source": "db"
          },
          "input_skill": "DevOps",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Cloud Architect",
              "id": 9,
              "rationale": null,
              "role_archetype": null,
              "slug": "cloud-architect",
              "source": "db"
            },
            {
              "display_name": "DevOps Engineer",
              "id": 10,
              "rationale": null,
              "role_archetype": null,
              "slug": "devops-engineer",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "DevOps",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "Analytics",
          "alias_type": "CANONICAL",
          "id": 2634,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "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"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "React Frontend Development",
            "id": 96,
            "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
            "slug": "d_init_01",
            "source": "db"
          },
          "input_skill": "Analytics",
          "llm_role": null,
          "roles_from_db": []
        }
      ],
      "input_skill": "Analytics",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Object-Oriented Programming",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Programming Languages",
          "skill_nature": "CONCEPT",
          "sub_category": "general",
          "typical_lifespan": "EVERGREEN",
          "version_strategy": "UNVERSIONED",
          "volatility": "STABLE"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "object-oriented-programming",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Functional Programming",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Programming Languages",
          "skill_nature": "CONCEPT",
          "sub_category": "general",
          "typical_lifespan": "EVERGREEN",
          "version_strategy": "UNVERSIONED",
          "volatility": "STABLE"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "functional-programming",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "ServiceNow",
    "Version Control",
    "UI Pages",
    "UI Macros",
    "Object-Oriented Programming",
    "Functional Programming"
  ]
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "ServiceNow Developer",
    "id": 204,
    "rationale": "Domain=ITSM \u0026 Automation; The JD is centered on ServiceNow scoped app development, client/server-side scripting, APIs, and platform feature delivery, which best matches a ServiceNow Developer.",
    "role_archetype": null,
    "slug": "servicenow-developer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "ServiceNow",
      "tag": "new"
    },
    {
      "skill": "JavaScript",
      "tag": "in_db"
    },
    {
      "skill": "HTML",
      "tag": "in_db"
    },
    {
      "skill": "CSS",
      "tag": "in_db"
    },
    {
      "skill": "React",
      "tag": "in_db"
    },
    {
      "skill": "TypeScript",
      "tag": "in_db"
    },
    {
      "skill": "SCRUM",
      "tag": "in_db"
    },
    {
      "skill": "Version Control",
      "tag": "new"
    },
    {
      "skill": "UI Pages",
      "tag": "new"
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