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Pipeline run

518fa39e-f7f2-4dc9-acfd-894a43ac9638

Pipeline LLM cost (USD)
API 1: $0.0095 API 2: $0.0000 API 3: $0.0000 Total: $0.0095

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
role baseline loaded sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work · Responsive UI component development
Build React-based user-facing features and reusable components from designs, then tune them for responsive, cross-browser performance while coordinating with backend/design and adding tests. Often works independently on quick feature/fix turnaround and React architecture/POCs.
"Developing new user-facing features using React.js ."
Tech stack maturity
Mainstream Modern
The listed frontend skills center on widely adopted contemporary web technologies, especially React and modern JavaScript, which align with mainstream modern development rather than legacy or bleeding-edge stacks.
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 (19)
JavaScript React.js HTML5 CSS3 JSX ES6 Redux MobX Babel Webpack npm Node.js Java REST AJAX OAuth Agile Jira SEO
Skill cluster (6 dimension groups, role-scoped)
JavaScript and TypeScript
JavaScript JSX ES6 Node.js
Build Tooling and Bundlers
Babel Webpack
State Management Patterns
Redux MobX
Integration Protocols & Standards
REST
Java Language and JVM
Java
Cross-cutting / unaligned
React.js HTML5 CSS3 npm AJAX OAuth Agile Jira SEO
Show KRA description ↓
Developing new user-facing features using React.js . Building reusable components and front-end libraries for future use. Operates effectively as an individual for quick turnaround of features and fixes. Translating designs and wireframes into high-quality code. Optimizing components for maximum performance across a vast array of web-capable devices and browsers. Coordinate with the backend engineers and designers. Responsible for creating POCs to design a scalable system. Expertise in React JS ecosystem and ES6 Ability to design and architect Enterprise JavaScript applications using React JS. Well-versed with web markup (HTML5 and CSS3), JSX, and templating technologies. Good understanding of responsive and adaptive development. Understanding cross-browser development and making sure the application works seamlessly in different browsers. Exposure to Web standards, Responsive design, cross-browser compatibility, SEO. Experience in writing unit tests using JavaScript testing frameworks. Demonstrated understanding of asynchronous request handling, partial page updates, and AJAX. Ability to review specifications documents and provide technical inputs on successfully implementing business solutions. Ability to work independently as well as in a team and lead a project to completion. Self-motivated with outstanding interpersonal skills, strong work ethic, and excellent communication and presentation skills. Experience in popular React.js workflows (such as Redux or MobX). Experience in common front-end development tools such as Babel, Webpack, and NPM among others. Understanding of browser development tools and performance optimization. Familiarity with browser rendering behavior and performance. Understanding of Sonar and code quality metrics. Expertise in cross-platform mobile development for Apple and Android and authentication with tokens utilizing technologies such as OAuth. Building REST API or other server tools with backed technologies, such as Node, and Java among others. Experience in Agile teams and using application lifecycle management tools like JIRA.

Signals

Skill wordpress-dev
0.67
Alias frontend-engineer
1.00
KRA flutter-developer
0.66

Post-classification

Centroidupdated · n=250
Alias collision log#584
New-role queue
New skills captured3
New KRA captured

Captured for admin review

npm Frontend Developer pending
AJAX Frontend Developer pending
Jira Frontend Developer pending
Status: extract_from_jd_done Created: 2026-05-27T15:03:11.181732Z Updated: 2026-06-12T16:55:05.577806Z
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

No chosen role stored for this run.

Job description

We are looking for a JavaScript developer who is proficient with React.js . Your primary focus will be on developing user interface components and implementing them following well-known React.js workflows (such as Flux or Redux). You will ensure that these components and the overall application are robust and easy to maintain. You will coordinate with the rest of the team working on different layers of the infrastructure. Therefore, a commitment to collaborative problem solving, sophisticated design, and quality products are important.

Responsibilities

Developing new user-facing features using React.js .
Building reusable components and front-end libraries for future use.
Operates effectively as an individual for quick turnaround of features and fixes.
Translating designs and wireframes into high-quality code.
Optimizing components for maximum performance across a vast array of web-capable devices and browsers.
Coordinate with the backend engineers and designers.
Responsible for creating POCs to design a scalable system.


Requirements

Expertise in React JS ecosystem and ES6
Ability to design and architect Enterprise JavaScript applications using React JS.
Well-versed with web markup (HTML5 and CSS3), JSX, and templating technologies.
Good understanding of responsive and adaptive development.
Understanding cross-browser development and making sure the application works seamlessly in different browsers.
Exposure to Web standards, Responsive design, cross-browser compatibility, SEO.
Experience in writing unit tests using JavaScript testing frameworks.
Demonstrated understanding of asynchronous request handling, partial page updates, and AJAX.
Ability to review specifications documents and provide technical inputs on successfully implementing business solutions.
Ability to work independently as well as in a team and lead a project to completion.
Self-motivated with outstanding interpersonal skills, strong work ethic, and excellent communication and presentation skills.
Experience in popular React.js workflows (such as Redux or MobX).
Experience in common front-end development tools such as Babel, Webpack, and NPM among others.


Good To Have

Understanding of browser development tools and performance optimization.
Familiarity with browser rendering behavior and performance.
Understanding of Sonar and code quality metrics.
Expertise in cross-platform mobile development for Apple and Android and authentication with tokens utilizing technologies such as OAuth.
Building REST API or other server tools with backed technologies, such as Node, and Java among others.
Experience in Agile teams and using application lifecycle management tools like JIRA.

Skills from this JD

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

JavaScript Primary No API 2 row (run stopped after API 1 or history missing)
React.js Primary No API 2 row (run stopped after API 1 or history missing)
HTML5 Primary No API 2 row (run stopped after API 1 or history missing)
CSS3 Primary No API 2 row (run stopped after API 1 or history missing)
JSX Primary No API 2 row (run stopped after API 1 or history missing)
ES6 Primary No API 2 row (run stopped after API 1 or history missing)
Redux Secondary No API 2 row (run stopped after API 1 or history missing)
MobX Secondary No API 2 row (run stopped after API 1 or history missing)
Babel Secondary No API 2 row (run stopped after API 1 or history missing)
Webpack Secondary No API 2 row (run stopped after API 1 or history missing)
npm Secondary No API 2 row (run stopped after API 1 or history missing)
Node.js Secondary No API 2 row (run stopped after API 1 or history missing)
Java Secondary No API 2 row (run stopped after API 1 or history missing)
REST Secondary No API 2 row (run stopped after API 1 or history missing)
AJAX Secondary No API 2 row (run stopped after API 1 or history missing)
OAuth Secondary No API 2 row (run stopped after API 1 or history missing)
Agile Secondary No API 2 row (run stopped after API 1 or history missing)
Jira Secondary No API 2 row (run stopped after API 1 or history missing)
SEO Secondary No API 2 row (run stopped after API 1 or history missing)

Library artifacts (this run)

No artifact rows for this run.
nano JD Parser — gpt-4.1-nano click to toggle
RoleJavaScript Developer
DomainSoftware & SaaS Products
JD type pass
Show raw JSON
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API 1 — extract-from-jd click to toggle
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      {
        "is_primary": false,
        "queue_id": 12316,
        "role_display_name": "Frontend Developer",
        "role_slug": "frontend-engineer",
        "skill_name": "Jira",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}
API 2 — extract-details
{}
API 3 — final-role-output
{}

LLM Calls

Every model call made for this run, in pipeline order. Click a card to see the model's response.

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