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Pipeline run

8ece4216-b278-4712-9576-676e299fcbdb

Pipeline LLM cost (USD)
API 1: $0.0087 API 2: $0.0001 API 3: $0.0000 Total: $0.0088

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
Nature of work · UX/UI Design
Audit and redesign complex SaaS portals end-to-end, from key user journeys and mobile flows to Figma prototypes, UI patterns, accessibility, and design handoff with engineering in Tailwind/Next.js.
"Conduct full UX audits across all portals to identify friction, inconsistency, and usability gaps."
Tech stack maturity
Mainstream Modern
The stack centers on widely adopted modern web technologies—Next.js, shadcn-ui, Tailwind CSS, and WCAG-focused accessibility practices—indicating a current, production-ready mainstream modern setup.
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 (7)
Figma Tailwind CSS shadcn/ui Next.js WCAG React Lottie
Skill cluster (3 dimension groups, role-scoped)
Meta-Frameworks & SSR
Next.js
React Component Architecture
React
Cross-cutting / unaligned
Figma Tailwind CSS shadcn/ui WCAG Lottie
Show KRA description ↓
• Conduct full UX audits across all portals to identify friction, inconsistency, and usability gaps. • Redesign core user journeys: onboarding, appointments, dashboards, inventory, payments, messaging, reporting, and multi-role workflows. • Create high-fidelity Figma designs, interactive prototypes, and component-level layouts. • Build system-wide UI patterns for clarity, accessibility, and consistency. • Work with engineering to translate designs into Tailwind CSS 4, shadcn/ui, and responsive Next.js layouts. • Apply user-centered design principles backed by heuristics, data, and real-world testing. • Produce design documentation, component guidelines, and interaction rules. • Collaborate closely with QA, product, and engineering to validate usability in staging. • Create polished visuals, motion cues, and micro-interactions that match modern SaaS expectations. • Review and improve mobile flows to ensure full responsiveness. • Proven experience designing complex SaaS platforms with multiple user types. • Strong Figma expertise: auto-layout, variables, components, responsive design, and interactive prototypes. • Deep understanding of UX patterns: navigation, IA, error states, dashboards, form-heavy workflows. • Strong UI design sense: typography, spacing, alignment, visual hierarchy, color systems. • Knowledge of accessibility standards (WCAG) and best practices. • Experience working with front-end engineering teams (Tailwind, shadcn/ui, design tokens). • Ability to simplify complex workflows used by clinics, enterprise teams, and end customers. • Strong communication and ability to present design rationales convincingly. • Experience with Next.js or React tooling. • Familiarity with multi-tenant UX, permissions, and role-based flows. • Healthcare or enterprise software background. • Motion design skills (Lottie, micro-animations, transitions). • Experience collaborating with global development teams.

Signals

Skill frontend-engineer
0.80
Alias ui-ux-designer
1.00
KRA frontend-engineer
0.62

Post-classification

Centroidupdated · n=1
Alias collision log—
New-role queue—
New skills captured2
New KRA capturedyes

Captured for admin review

Figma primary ↔ Product Designer pending
Lottie ↔ Product Designer pending
R&R fragment (sim 0.00) ↔ Product Designer pending

• Conduct full UX audits across all portals to identify friction, inconsistency, and usability gaps. • Redesign core user journeys: onboarding, appointments, dashboards, inventory, payments, messaging…

Status: completed Created: 2026-05-27T16:09:01.453092Z Updated: 2026-05-27T16:10:06.670991Z API 3 duration: 24719 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

Product Designer

domain · Tech-Adjacent CASE DOMAIN

slug: product-designer · id: 124 · source: db

Domain=Tech-Adjacent; The JD is centered on end-to-end UX/UI design, systems thinking, prototypes, design systems, and close collaboration with engineering, which best matches a Product Designer role.

Matched skills

FigmaTailwind CSS 4shadcn/uiNext.jsWCAGLottieauto-layoutvariablescomponentsinteractive prototypesresponsive design

Matched dimensions

UX audit and usability improvementSaaS product designDesign systems and UI consistencyResponsive interaction designAccessibility-focused UI designCross-functional collaboration with engineering and QAMotion and micro-interaction designComplex workflow simplification

Matched KRAs

Conduct full UX audits across all portalsRedesign core user journeysCreate high-fidelity Figma designsBuild system-wide UI patternsTranslate designs into Tailwind CSS 4Produce design documentation, component guidelines, and interaction rulesCollaborate closely with QA, product, and engineeringReview and improve mobile flows

Resolution: in_db — role exists in library; skill↔dim and role↔dim links saved when applicable.

0
New skills
0
Skill↔dim saved
0
Role↔dim saved
0
Skipped

Job description

Experience: 3.00 + years

Salary: USD 1111-2592 / month (based on experience)

Expected Notice Period: 7 Days

Shift: (GMT+05:30) Asia/Kolkata (IST)

Opportunity Type: Remote

Placement Type: Full Time Indefinite Contract(40 hrs a week/160 hrs a month)

(*Note: This is a requirement for one of Uplers' client - Strategic Transformation Through Digital & Physical Innovation)

What do you need for this opportunity?

Must have skills required:

Accessibility Standards (WCAG), micro-interactions, Motion Design, Usability Gap Analysis, design tokens, Next.js, Shadcn/ui, Tailwind CSS 4, UI Pattern, User Journey Design, UX audits, Figma, React Js

Strategic Transformation Through Digital & Physical Innovation is Looking for:

We’re looking for a expert who can elevate the visual design, interaction patterns, and usability across a complex multi-tenant platform. You’ll audit, refine, and redesign flows across consumer, clinic, enterprise, and internal admin portals so the experience feels intuitive, modern, and conversion-driven.

Core Responsibilities:

• Conduct full UX audits across all portals to identify friction, inconsistency, and usability gaps.
• Redesign core user journeys: onboarding, appointments, dashboards, inventory, payments, messaging, reporting, and multi-role workflows.
• Create high-fidelity Figma designs, interactive prototypes, and component-level layouts.
• Build system-wide UI patterns for clarity, accessibility, and consistency.
• Work with engineering to translate designs into Tailwind CSS 4, shadcn/ui, and responsive Next.js layouts.
• Apply user-centered design principles backed by heuristics, data, and real-world testing.
• Produce design documentation, component guidelines, and interaction rules.
• Collaborate closely with QA, product, and engineering to validate usability in staging.
• Create polished visuals, motion cues, and micro-interactions that match modern SaaS expectations.
• Review and improve mobile flows to ensure full responsiveness.



What We’re Looking For

• Proven experience designing complex SaaS platforms with multiple user types.
• Strong Figma expertise: auto-layout, variables, components, responsive design, and interactive prototypes.
• Deep understanding of UX patterns: navigation, IA, error states, dashboards, form-heavy workflows.
• Strong UI design sense: typography, spacing, alignment, visual hierarchy, color systems.
• Knowledge of accessibility standards (WCAG) and best practices.
• Experience working with front-end engineering teams (Tailwind, shadcn/ui, design tokens).
• Ability to simplify complex workflows used by clinics, enterprise teams, and end customers.
• Strong communication and ability to present design rationales convincingly.



Nice to Have

• Experience with Next.js or React tooling.
• Familiarity with multi-tenant UX, permissions, and role-based flows.
• Healthcare or enterprise software background.
• Motion design skills (Lottie, micro-animations, transitions).
• Experience collaborating with global development teams.
• Deliverables
• Full UX audit and prioritized recommendations.
• Redesigned Figma screens for all critical workflows.
• A unified design system with reusable components.
• Interaction prototypes for engineering handoff.
• Final review and signoff during implementation.



How to apply for this opportunity?

• Step 1: Click On Apply! And Register or Login on our portal.
• Step 2: Complete the Screening Form & Upload updated Resume
• Step 3: Increase your chances to get shortlisted & meet the client for the Interview!



About Uplers:

Our goal is to make hiring reliable, simple, and fast. Our role will be to help all our talents find and apply for relevant contractual onsite opportunities and progress in their career. We will support any grievances or challenges you may face during the engagement.

(Note: There are many more opportunities apart from this on the portal. Depending on the assessments you clear, you can apply for them as well).

So, if you are ready for a new challenge, a great work environment, and an opportunity to take your career to the next level, don't hesitate to apply today. We are waiting for you!

Skills from this JD

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

Figma 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
Design Tools
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Tailwind CSS Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Tailwind CSS id=627 · tailwind-css

Aliases — catalog

  • Tailwind CSS (CANONICAL) primary
  • tailwind (VERSION)
  • tailwind 3 (VERSION)
  • tailwind 3.x (VERSION)
  • tailwind css (VERSION)
  • tailwind v3 (VERSION)
  • tailwindcss (VERSION)
  • tailwindcss v3 (VERSION)

Context tags (catalog)

@apply CSS Grid CSS variables CSS-in-JS JIT mode PostCSS Tailwind UI animation utilities breakpoints component classes component libraries custom themes dark mode design systems design tokens flexbox focus: grid grid layout hover states hover: media queries postcss purgeCSS purgecss responsive design responsive variants spacing scale theme customization transition effects utility classes utility-first

Stored enrichment (catalog DB)

Category
Framework
Sub-category
Css Framework
Vendor
Tailwind Labs
License
mit
Year introduced
2017
Confidence
0.97
Version strategy
SEPARATE_ENTITY
Version tag
3

Maturity reasoning: Widely listed in frontend job descriptions and used across many production web stacks; strong GitHub adoption and ecosystem support indicate it’s a hiring-pipeline staple.

Skill profile (library / DB)

Skill nature
FRAMEWORK
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
5
Sub-category id
481
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

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)
shadcn/ui Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: shadcn/ui id=632 · shadcn-ui

Aliases — catalog

  • shadcn/ui (CANONICAL) primary

Context tags (catalog)

CSS variables CSS-in-JS JavaScript Lucide Next.js Radix UI React Storybook Tailwind CSS TypeScript UI components UI design UI/UX accessibility accessible components class-variance-authority component design component library component-based dark mode design system design tokens frontend development headless UI modular architecture modular components responsive design state management storybook theming user experience

Stored enrichment (catalog DB)

Category
Library
Sub-category
Ui Component Library
Vendor
shadcn
License
mit
Year introduced
2022
Confidence
0.90
Version strategy
NOT_APPLICABLE

Maturity reasoning: shadcn/ui is increasingly listed in frontend job descriptions and has strong GitHub adoption, but it’s still far from universal compared with React/MUI/Tailwind staples.

Skill profile (library / DB)

Skill nature
LIBRARY
Volatility
EMERGING
Typical lifespan
EVERGREEN
Category id
7
Sub-category id
492
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Component Libraries and Design Systems Catalog dimension db id 118

    Library dimension (catalog)

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

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Component Libraries and Design Systems
component-libraries-and-design-systems
 ✓ — Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Next.js Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Next.js id=705 · next-js

Aliases — catalog

  • Next.js (CANONICAL) primary
  • Next 10 (VERSION)
  • Next 11 (VERSION)
  • Next 12 (VERSION)
  • Next 13 (VERSION)
  • Next 14 (VERSION)
  • Next 15 (VERSION)
  • Next 2 (VERSION)
  • Next 3 (VERSION)
  • Next 4 (VERSION)
  • Next 5 (VERSION)
  • Next 6 (VERSION)
  • Next 7 (VERSION)
  • Next 8 (VERSION)
  • Next 9 (VERSION)
  • Next.js 1 (VERSION)
  • Next.js 10 (VERSION)
  • Next.js 11 (VERSION)
  • Next.js 12 (VERSION)
  • Next.js 13 (VERSION)
  • Next.js 14 (VERSION)
  • Next.js 15 (VERSION)
  • Next.js 2 (VERSION)
  • Next.js 3 (VERSION)
  • Next.js 4 (VERSION)
  • Next.js 5 (VERSION)
  • Next.js 6 (VERSION)
  • Next.js 7 (VERSION)
  • Next.js 8 (VERSION)
  • Next.js 9 (VERSION)
  • next (VERSION)
  • next.js (VERSION)
  • next.js 14 (VERSION)
  • nextjs (VERSION)
  • nextjs 14 (VERSION)

Context tags (catalog)

API routes App Router CSS-in-JS Client Components ISR JAMstack Pages Router React SSG SSR Server Components Tailwind CSS TypeScript Vercel Webpack dynamic routing getServerSideProps getStaticProps headless CMS incremental static regeneration middleware server-side rendering static generation webpack

Stored enrichment (catalog DB)

Category
Framework
Sub-category
Web Framework
Vendor
Vercel
License
mit
Year introduced
2016
Confidence
0.98
Version strategy
NOT_APPLICABLE

Maturity reasoning: Next.js appears in many frontend/full-stack job descriptions and is a common React meta-framework for production apps; Vercel’s ecosystem and strong GitHub adoption signal broad market demand.

Skill profile (library / DB)

Skill nature
FRAMEWORK
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
5
Sub-category id
35
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Frontend Frameworks and Libraries Catalog dimension db id 434

    Library dimension (catalog)

    Roles linked in library: Shopify Dev

  • Meta-Frameworks & SSR Catalog dimension db id 130

    Library dimension (catalog)

    Roles linked in library: Frontend Developer, Web 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
Frontend Frameworks and Libraries
frontend-frameworks-and-libraries
 ✓ — Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Meta-Frameworks & SSR
meta-frameworks-ssr
 ✓ — 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)
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)
WCAG Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: WCAG id=645 · wcag

Aliases — catalog

  • WCAG (CANONICAL) primary
  • WCAG 2 (VERSION)
  • WCAG 2.0 (VERSION)
  • WCAG 2.1 (VERSION)
  • WCAG 2.2 (VERSION)
  • WCAG 3 (VERSION)
  • WCAG2 (VERSION)
  • WCAG2.0 (VERSION)
  • WCAG2.1 (VERSION)
  • WCAG2.2 (VERSION)

Context tags (catalog)

ADA ARIA Section 508 WCAG 2.1 WCAG 2.2 a11y accessibility accessibility audit accessible forms alt text assistive technology audit best practices captioning cognitive accessibility color contrast compliance focus management focus order inclusive design keyboard navigation mobile accessibility remediation screen reader semantic HTML usability usability testing user experience user testing visual impairment web accessibility

Stored enrichment (catalog DB)

Category
Standard
Sub-category
Accessibility Standard
Vendor
W3C
License
other_open
Year introduced
1999
Confidence
0.99
Version strategy
SEPARATE_ENTITY
Version tag
2.2

Maturity reasoning: WCAG is a core accessibility standard referenced in many job descriptions for web/product roles and is the basis for ADA/Section 508 compliance work; it remains the default market signal for accessibility requirements.

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)

  • Accessibility Standards and Testing Catalog dimension db id 121

    Library dimension (catalog)

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

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Accessibility Standards and Testing
accessibility-standards-and-testing
 ✓ — Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Lottie 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
Animation Tools
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED

All API 3 persistence rows

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

Skill Tag Dimension Skill↔dim Role↔dim Outcome Notes
Tailwind CSS in_db
CSS Architecture and Styling
css-architecture-and-styling
 ✓ — Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
shadcn/ui in_db
Component Libraries and Design Systems
component-libraries-and-design-systems
 ✓ — Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Next.js in_db
Frontend Frameworks and Libraries
frontend-frameworks-and-libraries
 ✓ — Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Next.js in_db
Meta-Frameworks & SSR
meta-frameworks-ssr
 ✓ — Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Next.js in_db
UI Frameworks and Rendering
ui-frameworks-and-rendering
 ✓ — 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)
WCAG in_db
Accessibility Standards and Testing
accessibility-standards-and-testing
 ✓ — Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed Figma | type=Design Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Lottie | type=Animation Tools subtype=general nature=TOOL lifespan=MULTI_YEAR
nano JD Parser — gpt-4.1-nano click to toggle
RoleUX Designer
CompanyUplers
Experience3.00 + years
CTC{'max': 2592, 'min': 1111, 'raw': 'USD 1111-2592 / month (based on experience)', 'period': 'monthly', 'currency': 'USD'}
DomainIT Services & Consulting
Location — (remote)
JD type pass
Show raw JSON 
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  "role": "UX Designer",
  "role_aliases": [
    "User Experience Designer",
    "UI/UX Designer",
    "Product Designer"
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  "role_archetype": "Engineering",
  "roles_and_responsibilities": [
    {
      "bullet_count": 10,
      "heading": "Core Responsibilities",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "\u2022 Conduct full UX audits",
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        "last_5_words": "design rationales convincingly."
      },
      "text": "\u2022 Proven experience designing complex SaaS platforms with multiple user types.\n\u2022 Strong Figma expertise: auto-layout, variables, components, responsive design, and interactive prototypes.\n\u2022 Deep understanding of UX patterns: navigation, IA, error states, dashboards, form-heavy workflows.\n\u2022 Strong UI design sense: typography, spacing, alignment, visual hierarchy, color systems.\n\u2022 Knowledge of accessibility standards (WCAG) and best practices.\n\u2022 Experience working with front-end engineering teams (Tailwind, shadcn/ui, design tokens).\n\u2022 Ability to simplify complex workflows used by clinics, enterprise teams, and end customers.\n\u2022 Strong communication and ability to present design rationales convincingly.",
      "word_count": 120
    },
    {
      "bullet_count": 5,
      "heading": "Nice to Have",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "\u2022 Experience with Next.js or",
        "last_5_words": "global development teams."
      },
      "text": "\u2022 Experience with Next.js or React tooling.\n\u2022 Familiarity with multi-tenant UX, permissions, and role-based flows.\n\u2022 Healthcare or enterprise software background.\n\u2022 Motion design skills (Lottie, micro-animations, transitions).\n\u2022 Experience collaborating with global development teams.",
      "word_count": 45
    }
  ],
  "urls": []
}
API 1 — extract-from-jd click to toggle 
{
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      "is_primary": true,
      "skill_name": "Figma"
    },
    {
      "is_primary": true,
      "skill_name": "Tailwind CSS"
    },
    {
      "is_primary": true,
      "skill_name": "shadcn/ui"
    },
    {
      "is_primary": true,
      "skill_name": "Next.js"
    },
    {
      "is_primary": false,
      "skill_name": "React"
    },
    {
      "is_primary": true,
      "skill_name": "WCAG"
    },
    {
      "is_primary": false,
      "skill_name": "Lottie"
    }
  ],
  "jd_role": {
    "display_name": "UX Designer",
    "rationale": null,
    "role_aliases": [
      "User Experience Designer",
      "UI/UX Designer",
      "Product Designer"
    ],
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": {
      "source_marker": {
        "first_5_words": "Our goal is to make",
        "last_5_words": "face during the engagement."
      },
      "text": "Our goal is to make hiring reliable, simple, and fast. Our role will be to help all our talents find and apply for relevant contractual onsite opportunities and progress in their career. We will support any grievances or challenges you may face during the engagement.",
      "word_count": 50
    },
    "archetype_override_applied": true,
    "archetype_override_reason": "tech-adjacent title + tech-context body",
    "certifications": [],
    "company_name": "Uplers",
    "ctc": {
      "currency": "USD",
      "max": 2592,
      "min": 1111,
      "period": "monthly",
      "raw": "USD 1111-2592 / month (based on experience)"
    },
    "domain": {
      "primary": {
        "aliases": [],
        "domain": "IT Services \u0026 Consulting"
      },
      "secondary": null
    },
    "education": [],
    "experience": {
      "max": null,
      "min": 3,
      "raw": "3.00 + years"
    },
    "job_locations": [
      {
        "aliases": [],
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        "country": null,
        "state": null,
        "work_mode": "remote"
      }
    ],
    "role": "UX Designer",
    "role_aliases": [
      "User Experience Designer",
      "UI/UX Designer",
      "Product Designer"
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
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        "bullet_count": 10,
        "heading": "Core Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Conduct full UX audits",
          "last_5_words": "ensure full responsiveness."
        },
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      {
        "bullet_count": 8,
        "heading": "What We\u2019re Looking For",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Proven experience designing complex",
          "last_5_words": "design rationales convincingly."
        },
        "text": "\u2022 Proven experience designing complex SaaS platforms with multiple user types.\n\u2022 Strong Figma expertise: auto-layout, variables, components, responsive design, and interactive prototypes.\n\u2022 Deep understanding of UX patterns: navigation, IA, error states, dashboards, form-heavy workflows.\n\u2022 Strong UI design sense: typography, spacing, alignment, visual hierarchy, color systems.\n\u2022 Knowledge of accessibility standards (WCAG) and best practices.\n\u2022 Experience working with front-end engineering teams (Tailwind, shadcn/ui, design tokens).\n\u2022 Ability to simplify complex workflows used by clinics, enterprise teams, and end customers.\n\u2022 Strong communication and ability to present design rationales convincingly.",
        "word_count": 120
      },
      {
        "bullet_count": 5,
        "heading": "Nice to Have",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Experience with Next.js or",
          "last_5_words": "global development teams."
        },
        "text": "\u2022 Experience with Next.js or React tooling.\n\u2022 Familiarity with multi-tenant UX, permissions, and role-based flows.\n\u2022 Healthcare or enterprise software background.\n\u2022 Motion design skills (Lottie, micro-animations, transitions).\n\u2022 Experience collaborating with global development teams.",
        "word_count": 45
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    ],
    "urls": []
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "8ece4216-b278-4712-9576-676e299fcbdb",
  "stage3_signals": {
    "alias_found": true,
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        "display_name": "UI/UX Designer",
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      {
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      {
        "display_name": "Angular Frontend Developer",
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            "kra_text": "UI responsiveness and performance",
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          }
        ],
        "matched_count": null,
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        "role_id": 90,
        "score": 0.6134,
        "slug": "angular-frontend-developer",
        "total_count": null
      },
      {
        "display_name": "Pega Developer",
        "kra_matches": [
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            "kra_text": "user interaction design and refinement",
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            "kra_text": "user interaction design and refinement",
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          },
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          }
        ],
        "matched_count": null,
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        "role_id": 24,
        "score": 0.5753,
        "slug": "pega-developer",
        "total_count": null
      },
      {
        "display_name": "Flutter Developer",
        "kra_matches": [
          {
            "kra_text": "collaborate with design, product, and backend teams",
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            "similarity": 0.5747
          },
          {
            "kra_text": "Implement user-facing screens and flows",
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            "similarity": 0.5567
          },
          {
            "kra_text": "collaborate with design, product, and backend teams",
            "sentence": "Experience working with front-end engineering teams (Tailwind, shadcn/ui, design tokens).",
            "similarity": 0.5565
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 74,
        "score": 0.5626,
        "slug": "flutter-developer",
        "total_count": null
      },
      {
        "display_name": "Fullstack Developer",
        "kra_matches": [
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Collaborate closely with QA, product, and engineering to validate usability in staging.",
            "similarity": 0.6004
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Apply user-centered design principles backed by heuristics, data, and real-world testing.",
            "similarity": 0.5424
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Work with engineering to translate designs into Tailwind CSS 4, shadcn/ui, and responsive Next.js layouts.",
            "similarity": 0.5029
          }
        ],
        "matched_count": null,
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        "role_id": 15,
        "score": 0.5485,
        "slug": "full-stack-engineer",
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    ],
    "skill_match_roles": [
      {
        "display_name": "Frontend Developer",
        "kra_matches": null,
        "matched_count": 4,
        "matched_skills": [
          "Next.js",
          "Tailwind CSS",
          "WCAG",
          "shadcn/ui"
        ],
        "role_id": 7,
        "score": 0.8,
        "slug": "frontend-engineer",
        "total_count": 5
      },
      {
        "display_name": "Web Developer",
        "kra_matches": null,
        "matched_count": 4,
        "matched_skills": [
          "Next.js",
          "Tailwind CSS",
          "WCAG",
          "shadcn/ui"
        ],
        "role_id": 25,
        "score": 0.8,
        "slug": "web-developer",
        "total_count": 5
      },
      {
        "display_name": "Fullstack Developer",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "Next.js",
          "Tailwind CSS",
          "shadcn/ui"
        ],
        "role_id": 15,
        "score": 0.6,
        "slug": "full-stack-engineer",
        "total_count": 5
      },
      {
        "display_name": "React Frontend Developer",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "Tailwind CSS",
          "WCAG",
          "shadcn/ui"
        ],
        "role_id": 89,
        "score": 0.6,
        "slug": "react-frontend-developer",
        "total_count": 5
      },
      {
        "display_name": "Svelte Frontend Developer",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "Tailwind CSS",
          "WCAG",
          "shadcn/ui"
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        "role_id": 92,
        "score": 0.6,
        "slug": "svelte-frontend-developer",
        "total_count": 5
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    ]
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "DOMAIN",
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      "role_id": 124,
      "score": 0.97,
      "slug": "product-designer",
      "total_count": null
    },
    "confidence": 0.97,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [
      "UX audit and usability improvement",
      "SaaS product design",
      "Design systems and UI consistency",
      "Responsive interaction design",
      "Accessibility-focused UI design",
      "Cross-functional collaboration with engineering and QA",
      "Motion and micro-interaction design",
      "Complex workflow simplification"
    ],
    "matched_kras": [
      "Conduct full UX audits across all portals",
      "Redesign core user journeys",
      "Create high-fidelity Figma designs",
      "Build system-wide UI patterns",
      "Translate designs into Tailwind CSS 4",
      "Produce design documentation, component guidelines, and interaction rules",
      "Collaborate closely with QA, product, and engineering",
      "Review and improve mobile flows"
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    "matched_skills": [
      "Figma",
      "Tailwind CSS 4",
      "shadcn/ui",
      "Next.js",
      "WCAG",
      "Lottie",
      "auto-layout",
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      "components",
      "interactive prototypes",
      "responsive design"
    ],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Domain=Tech-Adjacent; The JD is centered on end-to-end UX/UI design, systems thinking, prototypes, design systems, and close collaboration with engineering, which best matches a Product Designer role.",
    "sub_role": null
  },
  "stage5_updates": {
    "centroid_n_after": 1,
    "centroid_updated": true,
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    "new_kra_attached": {
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      "queue_id": 1352,
      "r_and_r_preview": "\u2022 Conduct full UX audits across all portals to identify friction, inconsistency, and usability gaps.\n\u2022 Redesign core user journeys: onboarding, appointments, dashboards, inventory, payments, messaging",
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    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 18568,
        "role_display_name": "Product Designer",
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        "skill_name": "Figma",
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      },
      {
        "is_primary": false,
        "queue_id": 18569,
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        "skill_name": "Lottie",
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    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
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    "v3_run_id": null
  }
}
API 2 — extract-details 
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      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
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      "existing_alias_id": 1111,
      "existing_alias_text": "Tailwind CSS",
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        "category_id": 5,
        "display_name": "Tailwind CSS",
        "id": 627,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "FRAMEWORK",
        "slug": "tailwind-css",
        "sub_category_id": 481,
        "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": 1116,
      "existing_alias_text": "shadcn/ui",
      "input_term": "shadcn/ui",
      "matched_canonical": {
        "category_id": 7,
        "display_name": "shadcn/ui",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "LIBRARY",
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        "typical_lifespan": "EVERGREEN",
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      "matched_via": "alias"
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      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 2117,
      "existing_alias_text": "next.js",
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        "is_also_category": false,
        "is_extractable": true,
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        "slug": "next-js",
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        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
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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": 1047,
      "existing_alias_text": "React",
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        "display_name": "React",
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        "is_also_category": false,
        "is_extractable": true,
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        "sub_category_id": 1072,
        "typical_lifespan": "EVERGREEN",
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      },
      "matched_via": "alias"
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    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 1145,
      "existing_alias_text": "WCAG",
      "input_term": "WCAG",
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        "display_name": "WCAG",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "STANDARD",
        "slug": "wcag",
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        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
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      "matched_via": "alias"
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      "role_archetype": "Engineering",
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      "role_archetype": "Engineering",
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      "slug": "hybrid-mobile-developer",
      "source": "db"
    },
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      "display_name": "Ionic Developer",
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      "rationale": null,
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      "slug": "ionic-developer",
      "source": "db"
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      "id": 233,
      "rationale": null,
      "role_archetype": "Engineering",
      "slug": "sitecore-dev",
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    },
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      "rationale": null,
      "role_archetype": "Engineering",
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    {
      "display_name": "Engineering Manager",
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      "slug": "engineering-manager",
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      "rationale": null,
      "role_archetype": "Engineering",
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      "display_name": "Angular Frontend Developer",
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      "rationale": null,
      "role_archetype": "Engineering",
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      "source": "db"
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  "chosen_role": {
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  "dimensions": [
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      "dimension": {
        "difficulty_hint": "well_known",
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        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Accessibility Standards and Testing",
            "id": 121,
            "rationale": "Standards and practices for making browser interfaces usable with assistive technologies and keyboard-only interaction. This cluster is coherent because accessibility is a direct responsibility of frontend implementation.",
            "slug": "accessibility-standards-and-testing",
            "source": "db"
          },
          "input_skill": "WCAG",
          "llm_role": null,
          "roles_from_db": [
            {
              "display_name": "Angular Frontend Developer",
              "id": 90,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "angular-frontend-developer",
              "source": "db"
            },
            {
              "display_name": "Frontend Developer",
              "id": 7,
              "rationale": null,
              "role_archetype": null,
              "slug": "frontend-engineer",
              "source": "db"
            },
            {
              "display_name": "React Frontend Developer",
              "id": 89,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "react-frontend-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,
              "role_archetype": null,
              "slug": "web-developer",
              "source": "db"
            }
          ]
        }
      ],
      "input_skill": "WCAG",
      "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": "Lottie",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Animation Tools",
          "skill_nature": "TOOL",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "lottie",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "Figma",
    "Lottie"
  ]
}
API 3 — final-role-output 
{
  "chosen_role": {
    "display_name": "Product Designer",
    "id": 124,
    "rationale": "Domain=Tech-Adjacent; The JD is centered on end-to-end UX/UI design, systems thinking, prototypes, design systems, and close collaboration with engineering, which best matches a Product Designer role.",
    "role_archetype": null,
    "slug": "product-designer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "Figma",
      "tag": "new"
    },
    {
      "skill": "Tailwind CSS",
      "tag": "in_db"
    },
    {
      "skill": "shadcn/ui",
      "tag": "in_db"
    },
    {
      "skill": "Next.js",
      "tag": "in_db"
    },
    {
      "skill": "React",
      "tag": "in_db"
    },
    {
      "skill": "WCAG",
      "tag": "in_db"
    },
    {
      "skill": "Lottie",
      "tag": "new"
    }
  ],
  "llm_cost_api1_usd": null,
  "llm_cost_api2_usd": null,
  "llm_cost_api3_usd": null,
  "llm_cost_total_usd": null,
  "persistence": {
    "items": [
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "CSS Architecture and Styling",
          "id": 117,
          "rationale": "Styling systems and layout techniques used to create responsive, maintainable visual presentation in the browser. Frontend engineers need this to translate design intent into consistent interfaces.",
          "slug": "css-architecture-and-styling",
          "source": "db"
        },
        "dimension_id": 117,
        "input_skill": "Tailwind CSS",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Frontend Developer",
            "id": 7,
            "rationale": null,
            "role_archetype": null,
            "slug": "frontend-engineer",
            "source": "db"
          },
          {
            "display_name": "Fullstack Developer",
            "id": 435,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "fullstack-developer",
            "source": "db"
          },
          {
            "display_name": "Fullstack Developer",
            "id": 15,
            "rationale": null,
            "role_archetype": null,
            "slug": "full-stack-engineer",
            "source": "db"
          },
          {
            "display_name": "React Frontend Developer",
            "id": 89,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "react-frontend-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,
            "role_archetype": null,
            "slug": "web-developer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 627,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Component Libraries and Design Systems",
          "id": 118,
          "rationale": "Reusable UI kits and design-system implementations that standardize look, feel, and interaction patterns across products. This is a distinct cluster because frontend engineers frequently consume and extend these libraries.",
          "slug": "component-libraries-and-design-systems",
          "source": "db"
        },
        "dimension_id": 118,
        "input_skill": "shadcn/ui",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Frontend Developer",
            "id": 7,
            "rationale": null,
            "role_archetype": null,
            "slug": "frontend-engineer",
            "source": "db"
          },
          {
            "display_name": "Fullstack Developer",
            "id": 15,
            "rationale": null,
            "role_archetype": null,
            "slug": "full-stack-engineer",
            "source": "db"
          },
          {
            "display_name": "React Frontend Developer",
            "id": 89,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "react-frontend-developer",
            "source": "db"
          },
          {
            "display_name": "Svelte Frontend Developer",
            "id": 92,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "svelte-frontend-developer",
            "source": "db"
          },
          {
            "display_name": "Web Developer",
            "id": 25,
            "rationale": null,
            "role_archetype": null,
            "slug": "web-developer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 632,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Frontend Frameworks and Libraries",
          "id": 434,
          "rationale": "Utilizing modern JavaScript frameworks and Shopify libraries to build dynamic and interactive storefronts.",
          "slug": "frontend-frameworks-and-libraries",
          "source": "db"
        },
        "dimension_id": 434,
        "input_skill": "Next.js",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Shopify Dev",
            "id": 230,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "shopify-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 705,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Meta-Frameworks \u0026 SSR",
          "id": 130,
          "rationale": "Frameworks that build on UI libraries to provide routing, server-side rendering, and static site generation.",
          "slug": "meta-frameworks-ssr",
          "source": "db"
        },
        "dimension_id": 130,
        "input_skill": "Next.js",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Frontend Developer",
            "id": 7,
            "rationale": null,
            "role_archetype": null,
            "slug": "frontend-engineer",
            "source": "db"
          },
          {
            "display_name": "Web Developer",
            "id": 25,
            "rationale": null,
            "role_archetype": null,
            "slug": "web-developer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 705,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "UI Frameworks and Rendering",
          "id": 115,
          "rationale": "Component frameworks and rendering models used to build browser screens, reusable UI, and interactive client flows. This is a core cluster because frontend engineers spend much of their time composing and updating view hierarchies.",
          "slug": "ui-frameworks-and-rendering",
          "source": "db"
        },
        "dimension_id": 115,
        "input_skill": "Next.js",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Frontend Developer",
            "id": 7,
            "rationale": null,
            "role_archetype": null,
            "slug": "frontend-engineer",
            "source": "db"
          },
          {
            "display_name": "Fullstack Developer",
            "id": 15,
            "rationale": null,
            "role_archetype": null,
            "slug": "full-stack-engineer",
            "source": "db"
          },
          {
            "display_name": "Fullstack Developer",
            "id": 435,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "fullstack-developer",
            "source": "db"
          },
          {
            "display_name": "Hybrid Mobile Developer",
            "id": 11,
            "rationale": null,
            "role_archetype": null,
            "slug": "hybrid-mobile-developer",
            "source": "db"
          },
          {
            "display_name": "Ionic Developer",
            "id": 434,
            "rationale": null,
            "role_archetype": null,
            "slug": "ionic-developer",
            "source": "db"
          },
          {
            "display_name": "Web Developer",
            "id": 25,
            "rationale": null,
            "role_archetype": null,
            "slug": "web-developer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 705,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Application Frameworks \u0026 Libraries",
          "id": 451,
          "rationale": "Covers the primary software frameworks and libraries often used alongside Sitecore for building and enhancing site experiences.",
          "slug": "application-frameworks-libraries",
          "source": "db"
        },
        "dimension_id": 451,
        "input_skill": "React",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Sitecore Dev",
            "id": 233,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "sitecore-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 610,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Frameworks \u0026 Libraries",
          "id": 360,
          "rationale": "Manage adoption, integration, and best practices around key software frameworks and libraries.",
          "slug": "frameworks-libraries",
          "source": "db"
        },
        "dimension_id": 360,
        "input_skill": "React",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Drupal Dev",
            "id": 228,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "drupal-dev",
            "source": "db"
          },
          {
            "display_name": "Engineering Manager",
            "id": 121,
            "rationale": null,
            "role_archetype": null,
            "slug": "engineering-manager",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 610,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Frontend Frameworks and Libraries",
          "id": 434,
          "rationale": "Utilizing modern JavaScript frameworks and Shopify libraries to build dynamic and interactive storefronts.",
          "slug": "frontend-frameworks-and-libraries",
          "source": "db"
        },
        "dimension_id": 434,
        "input_skill": "React",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Shopify Dev",
            "id": 230,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "shopify-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 610,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "JavaScript for WordPress",
          "id": 329,
          "rationale": "Client-side scripting used to enhance WordPress themes, blocks, and admin/editor interactions. This includes modern JavaScript patterns as they apply to WordPress-specific behavior rather than standalone frontend applications.",
          "slug": "javascript-for-wordpress",
          "source": "db"
        },
        "dimension_id": 329,
        "input_skill": "React",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "WordPress Dev",
            "id": 227,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "wordpress-dev",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 610,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "React Component Architecture",
          "id": 302,
          "rationale": "Building reusable React components, composing props and children, and managing rendering behavior across feature screens. This is the primary framework cluster for a React frontend developer.",
          "slug": "react-component-architecture",
          "source": "db"
        },
        "dimension_id": 302,
        "input_skill": "React",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "React Frontend Developer",
            "id": 89,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "react-frontend-developer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 610,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "UI Frameworks and Rendering",
          "id": 115,
          "rationale": "Component frameworks and rendering models used to build browser screens, reusable UI, and interactive client flows. This is a core cluster because frontend engineers spend much of their time composing and updating view hierarchies.",
          "slug": "ui-frameworks-and-rendering",
          "source": "db"
        },
        "dimension_id": 115,
        "input_skill": "React",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Frontend Developer",
            "id": 7,
            "rationale": null,
            "role_archetype": null,
            "slug": "frontend-engineer",
            "source": "db"
          },
          {
            "display_name": "Fullstack Developer",
            "id": 15,
            "rationale": null,
            "role_archetype": null,
            "slug": "full-stack-engineer",
            "source": "db"
          },
          {
            "display_name": "Fullstack Developer",
            "id": 435,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "fullstack-developer",
            "source": "db"
          },
          {
            "display_name": "Hybrid Mobile Developer",
            "id": 11,
            "rationale": null,
            "role_archetype": null,
            "slug": "hybrid-mobile-developer",
            "source": "db"
          },
          {
            "display_name": "Ionic Developer",
            "id": 434,
            "rationale": null,
            "role_archetype": null,
            "slug": "ionic-developer",
            "source": "db"
          },
          {
            "display_name": "Web Developer",
            "id": 25,
            "rationale": null,
            "role_archetype": null,
            "slug": "web-developer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 610,
        "skill_tag": "in_db",
        "skipped_reason": null
      },
      {
        "chosen_role_id": 124,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "Accessibility Standards and Testing",
          "id": 121,
          "rationale": "Standards and practices for making browser interfaces usable with assistive technologies and keyboard-only interaction. This cluster is coherent because accessibility is a direct responsibility of frontend implementation.",
          "slug": "accessibility-standards-and-testing",
          "source": "db"
        },
        "dimension_id": 121,
        "input_skill": "WCAG",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
          {
            "display_name": "Angular Frontend Developer",
            "id": 90,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "angular-frontend-developer",
            "source": "db"
          },
          {
            "display_name": "Frontend Developer",
            "id": 7,
            "rationale": null,
            "role_archetype": null,
            "slug": "frontend-engineer",
            "source": "db"
          },
          {
            "display_name": "React Frontend Developer",
            "id": 89,
            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "react-frontend-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,
            "role_archetype": null,
            "slug": "web-developer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 645,
        "skill_tag": "in_db",
        "skipped_reason": null
      }
    ],
    "new_skills_created": 0,
    "role_dimension_saved": 0,
    "skill_dimension_saved": 0,
    "skipped": 0
  },
  "planner_output": null,
  "run_id": "8ece4216-b278-4712-9576-676e299fcbdb"
}