Pipeline run

de513c97-e5ac-4fa4-a3dc-d68a1cdf7f60

Pipeline LLM cost (USD)

API 1: $0.0039 API 2: $0.0000 API 3: $0.0000 Total: $0.0039

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description

Nature of work · Front-End Development

Build and maintain React UI components with senior developers, debug front-end issues, support QA/docs, and take part in Agile ceremonies while applying HTML/CSS/JavaScript/Bootstrap and React.js basics.

"“Assist in building and maintaining user interface components.”"

Tech stack maturity

Mainstream Modern

The skill mix of Java, JavaScript, React, HTML, CSS, and Bootstrap indicates a typical contemporary web application stack rather than bleeding-edge AI-native or legacy pre-cloud technologies.

AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)

0.00 / 5

· Title match

· Has AI skill

· AI skill (primary)

· AI skill (secondary)

· On AI team

· Builds AI products

vocab breakdown (legacy)

Assistants (×1): —

Frameworks (×2): —

Models / concepts (×3): —

Evidence — skills matched in JD (22)

React Java HTML CSS Bootstrap JavaScript Agile jQuery Angular Vue.js MongoDB PostgreSQL Firebase Redis SQLite Linux Windows Testing Reactide CodeSandbox Storybook Bit

Skill cluster (12 dimension groups, role-scoped)

Angular Component Model and Templates

Angular

Caching and State Management

Redis

Component Libraries and Design Systems

Bootstrap

Java Language and JVM

Java

JavaScript and TypeScript

JavaScript

Local Persistence and Offline Behavior

SQLite

React Component Architecture

React

Relational Database Usage

PostgreSQL

Storefront JavaScript and DOM Behavior

jQuery

Styling and Responsive Layout

CSS

Vendor Product Ecosystems

Firebase

Cross-cutting / unaligned

HTML Agile Vue.js MongoDB Linux Windows Testing Reactide CodeSandbox Storybook Bit

Show KRA description ↓

• Collaborate on Feature Development: Work closely with senior developers to design and implement new features. • UI Component Creation: Assist in building and maintaining user interface components. • Debugging and Troubleshooting: Identify and resolve issues in the codebase effectively. • Coding Standards Adherence: Learn and apply industry best practices and coding standards. • Participate in Agile Processes: Engage in sprint planning, stand-ups, and other Agile workflows. • Enhance React.js Skills: Continuously improve your expertise in React.js development. • Contribute to Documentation: Support the team by creating and updating project documentation. • Support QA Efforts: Assist in testing and ensuring the quality of software deliverables. • Web Development Fundamentals: Proficient in HTML, CSS, Bootstrap, and foundational web technologies. • JavaScript and React.js Expertise: Strong knowledge of JavaScript and React.js framework. • Familiarity with Front-End Frameworks: Experience with jQuery, Angular, and Vue.js for advanced UI development. • Database Experience: Knowledge of platforms like MongoDB, PostgreSQL, Firebase, Redis, and SQLite. • Platform Proficiency: Hands-on experience with Linux, Windows, and other operating systems. • Development Methodologies: Understanding of Agile practices, testing methodologies, and software lifecycle. • Development Tools Knowledge: Familiarity with tools like Reactide, Code Sandbox, Storybook, and Bit. • Team Collaboration Skills: Strong ability to communicate and collaborate for successful project execution.

Signals

Skill frontend-engineer

0.23

Alias ai-engineer

0.34

KRA devops-engineer

0.46

Post-classification

Centroidupdated · n=3

Alias collision log#13

New-role queue—

New skills captured11

New KRA captured—

Captured for admin review

HTML primary ↔ DevOps Engineer pending

Bootstrap primary ↔ DevOps Engineer pending

jQuery ↔ DevOps Engineer pending

Vue.js ↔ DevOps Engineer pending

Firebase ↔ DevOps Engineer pending

Linux ↔ DevOps Engineer pending

Windows ↔ DevOps Engineer pending

Testing ↔ DevOps Engineer pending

Reactide ↔ DevOps Engineer pending

CodeSandbox ↔ DevOps Engineer pending

Bit ↔ DevOps Engineer pending

Status: extract_from_jd_done Created: 2026-05-18T23:54:10.022152Z Updated: 2026-05-18T23:54:11.084299Z

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

React Developer with Java

Skills:
React.js, JavaScript, HTML, CSS, Redux, Node.js, Git, Responsive Design,

React Developer With Java Requirements

Location: Bangalore (On-site)

Experience: 4 - 5 years

CTC: Up to 24 LPA

About Us

We are a forward-thinking organization at the forefront of technology, dedicated to delivering innovative solutions that make a difference. Our team is built on collaboration, creativity, and a passion for excellence. As we expand, we are looking for talented individuals to join us in shaping the future of software development.

Your Role

What You Bring

• Web Development Fundamentals: Proficient in HTML, CSS, Bootstrap, and foundational web technologies.
• JavaScript and React.js Expertise: Strong knowledge of JavaScript and React.js framework.
• Familiarity with Front-End Frameworks: Experience with jQuery, Angular, and Vue.js for advanced UI development.
• Database Experience: Knowledge of platforms like MongoDB, PostgreSQL, Firebase, Redis, and SQLite.
• Platform Proficiency: Hands-on experience with Linux, Windows, and other operating systems.
• Development Methodologies: Understanding of Agile practices, testing methodologies, and software lifecycle.
• Development Tools Knowledge: Familiarity with tools like Reactide, Code Sandbox, Storybook, and Bit.
• Team Collaboration Skills: Strong ability to communicate and collaborate for successful project execution.

What We Offer

• Competitive Compensation: A salary package aligned with industry standards.
• Professional Growth: Opportunities for skill enhancement and career advancement.
• Dynamic Work Environment: A collaborative and innovative workplace culture.
• Learning Resources: Access to training, workshops, and learning materials.
• Team Support: Encouragement from a talented and motivated team.
• Recognition and Rewards: Acknowledgment for your contributions and achievements.
• Inclusive Culture: A supportive environment that values diversity and inclusivity.

Qualifications

• Education: Bachelors degree in Computer Science, Software Engineering, or related field.
• Technical Skills: Proficiency in HTML, CSS, JavaScript, and React.js.
• Experience: Prior web development experience or internships are preferred.
• Problem-Solving: Ability to debug and troubleshoot issues effectively.
• Team Player: Strong communication skills and ability to work collaboratively.
• Attention to Detail: Focus on code quality and project outcomes.

Why Join Us?

Join us for innovative projects and a supportive culture that fosters collaboration and creativity. Enjoy opportunities for career development and a healthy work-life balance while making a meaningful impact.

Ready to Shape the Future of React.js with Java?

Apply now and embark on a rewarding journey with us!

Skills from this JD

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

React Primary No API 2 row (run stopped after API 1 or history missing)

Java Primary No API 2 row (run stopped after API 1 or history missing)

HTML Primary No API 2 row (run stopped after API 1 or history missing)

CSS Primary No API 2 row (run stopped after API 1 or history missing)

Bootstrap Primary No API 2 row (run stopped after API 1 or history missing)

JavaScript Primary No API 2 row (run stopped after API 1 or history missing)

jQuery Secondary No API 2 row (run stopped after API 1 or history missing)

Angular Secondary No API 2 row (run stopped after API 1 or history missing)

Vue.js Secondary No API 2 row (run stopped after API 1 or history missing)

MongoDB Secondary No API 2 row (run stopped after API 1 or history missing)

PostgreSQL Secondary No API 2 row (run stopped after API 1 or history missing)

Firebase Secondary No API 2 row (run stopped after API 1 or history missing)

Redis Secondary No API 2 row (run stopped after API 1 or history missing)

SQLite Secondary No API 2 row (run stopped after API 1 or history missing)

Linux Secondary No API 2 row (run stopped after API 1 or history missing)

Windows Secondary No API 2 row (run stopped after API 1 or history missing)

Agile Primary No API 2 row (run stopped after API 1 or history missing)

Testing Secondary No API 2 row (run stopped after API 1 or history missing)

Reactide Secondary No API 2 row (run stopped after API 1 or history missing)

CodeSandbox Secondary No API 2 row (run stopped after API 1 or history missing)

Storybook Secondary No API 2 row (run stopped after API 1 or history missing)

Bit 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

RoleReact Developer with Java

Companynull

Experience4 - 5 years

CTC{'max': 24, 'min': None, 'raw': 'Up to 24 LPA', 'period': 'annual', 'currency': 'INR'}

DomainOther

Location Bangalore, India (onsite)

JD type pass

Show raw JSON

{
  "JD_type": "pass",
  "about_company": {
    "source_marker": {
      "first_5_words": "We are a forward-thinking organization",
      "last_5_words": "future of software development."
    },
    "text": "We are a forward-thinking organization at the forefront of technology, dedicated to delivering innovative solutions that make a difference. Our team is built on collaboration, creativity, and a passion for excellence. As we expand, we are looking for talented individuals to join us in shaping the future of software development.",
    "word_count": 50
  },
  "certifications": [],
  "company_name": "null",
  "ctc": {
    "currency": "INR",
    "max": 24,
    "min": null,
    "period": "annual",
    "raw": "Up to 24 LPA"
  },
  "domain": {
    "primary": {
      "aliases": [],
      "domain": "Other"
    },
    "secondary": null
  },
  "education": [
    {
      "level": "Bachelor\u0027s",
      "qualification": "BTECH/BE - Computer Science (or related)",
      "raw": "Bachelors degree in Computer Science, Software Engineering, or related field.",
      "requirement": "preferred"
    }
  ],
  "experience": {
    "max": 5,
    "min": 4,
    "raw": "4 - 5 years"
  },
  "job_locations": [
    {
      "aliases": [
        "Bengaluru"
      ],
      "city": "Bangalore",
      "country": "India",
      "state": null,
      "work_mode": "onsite"
    }
  ],
  "role": "React Developer with Java",
  "role_archetype": "Engineering",
  "roles_and_responsibilities": [
    {
      "bullet_count": 8,
      "heading": "Your Role",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "\u2022 Collaborate on Feature Development:",
        "last_5_words": "quality of software deliverables."
      },
      "text": "\u2022 Collaborate on Feature Development: Work closely with senior developers to design and implement new features.\n\u2022 UI Component Creation: Assist in building and maintaining user interface components.\n\u2022 Debugging and Troubleshooting: Identify and resolve issues in the codebase effectively.\n\u2022 Coding Standards Adherence: Learn and apply industry best practices and coding standards.\n\u2022 Participate in Agile Processes: Engage in sprint planning, stand-ups, and other Agile workflows.\n\u2022 Enhance React.js Skills: Continuously improve your expertise in React.js development.\n\u2022 Contribute to Documentation: Support the team by creating and updating project documentation.\n\u2022 Support QA Efforts: Assist in testing and ensuring the quality of software deliverables.",
      "word_count": 104
    },
    {
      "bullet_count": 8,
      "heading": "What You Bring",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "\u2022 Web Development Fundamentals: Proficient",
        "last_5_words": "successful project execution."
      },
      "text": "\u2022 Web Development Fundamentals: Proficient in HTML, CSS, Bootstrap, and foundational web technologies.\n\u2022 JavaScript and React.js Expertise: Strong knowledge of JavaScript and React.js framework.\n\u2022 Familiarity with Front-End Frameworks: Experience with jQuery, Angular, and Vue.js for advanced UI development.\n\u2022 Database Experience: Knowledge of platforms like MongoDB, PostgreSQL, Firebase, Redis, and SQLite.\n\u2022 Platform Proficiency: Hands-on experience with Linux, Windows, and other operating systems.\n\u2022 Development Methodologies: Understanding of Agile practices, testing methodologies, and software lifecycle.\n\u2022 Development Tools Knowledge: Familiarity with tools like Reactide, Code Sandbox, Storybook, and Bit.\n\u2022 Team Collaboration Skills: Strong ability to communicate and collaborate for successful project execution.",
      "word_count": 139
    }
  ],
  "urls": []
}

API 1 — extract-from-jd click to toggle

{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "React"
    },
    {
      "is_primary": true,
      "skill_name": "Java"
    },
    {
      "is_primary": true,
      "skill_name": "HTML"
    },
    {
      "is_primary": true,
      "skill_name": "CSS"
    },
    {
      "is_primary": true,
      "skill_name": "Bootstrap"
    },
    {
      "is_primary": true,
      "skill_name": "JavaScript"
    },
    {
      "is_primary": false,
      "skill_name": "jQuery"
    },
    {
      "is_primary": false,
      "skill_name": "Angular"
    },
    {
      "is_primary": false,
      "skill_name": "Vue.js"
    },
    {
      "is_primary": false,
      "skill_name": "MongoDB"
    },
    {
      "is_primary": false,
      "skill_name": "PostgreSQL"
    },
    {
      "is_primary": false,
      "skill_name": "Firebase"
    },
    {
      "is_primary": false,
      "skill_name": "Redis"
    },
    {
      "is_primary": false,
      "skill_name": "SQLite"
    },
    {
      "is_primary": false,
      "skill_name": "Linux"
    },
    {
      "is_primary": false,
      "skill_name": "Windows"
    },
    {
      "is_primary": true,
      "skill_name": "Agile"
    },
    {
      "is_primary": false,
      "skill_name": "Testing"
    },
    {
      "is_primary": false,
      "skill_name": "Reactide"
    },
    {
      "is_primary": false,
      "skill_name": "CodeSandbox"
    },
    {
      "is_primary": false,
      "skill_name": "Storybook"
    },
    {
      "is_primary": false,
      "skill_name": "Bit"
    }
  ],
  "jd_role": {
    "display_name": "React Developer with Java",
    "rationale": null,
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": {
      "source_marker": {
        "first_5_words": "We are a forward-thinking organization",
        "last_5_words": "future of software development."
      },
      "text": "We are a forward-thinking organization at the forefront of technology, dedicated to delivering innovative solutions that make a difference. Our team is built on collaboration, creativity, and a passion for excellence. As we expand, we are looking for talented individuals to join us in shaping the future of software development.",
      "word_count": 50
    },
    "certifications": [],
    "company_name": "null",
    "ctc": {
      "currency": "INR",
      "max": 24,
      "min": null,
      "period": "annual",
      "raw": "Up to 24 LPA"
    },
    "domain": {
      "primary": {
        "aliases": [],
        "domain": "Other"
      },
      "secondary": null
    },
    "education": [
      {
        "level": "Bachelor\u0027s",
        "qualification": "BTECH/BE - Computer Science (or related)",
        "raw": "Bachelors degree in Computer Science, Software Engineering, or related field.",
        "requirement": "preferred"
      }
    ],
    "experience": {
      "max": 5,
      "min": 4,
      "raw": "4 - 5 years"
    },
    "job_locations": [
      {
        "aliases": [
          "Bengaluru"
        ],
        "city": "Bangalore",
        "country": "India",
        "state": null,
        "work_mode": "onsite"
      }
    ],
    "role": "React Developer with Java",
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 8,
        "heading": "Your Role",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Collaborate on Feature Development:",
          "last_5_words": "quality of software deliverables."
        },
        "text": "\u2022 Collaborate on Feature Development: Work closely with senior developers to design and implement new features.\n\u2022 UI Component Creation: Assist in building and maintaining user interface components.\n\u2022 Debugging and Troubleshooting: Identify and resolve issues in the codebase effectively.\n\u2022 Coding Standards Adherence: Learn and apply industry best practices and coding standards.\n\u2022 Participate in Agile Processes: Engage in sprint planning, stand-ups, and other Agile workflows.\n\u2022 Enhance React.js Skills: Continuously improve your expertise in React.js development.\n\u2022 Contribute to Documentation: Support the team by creating and updating project documentation.\n\u2022 Support QA Efforts: Assist in testing and ensuring the quality of software deliverables.",
        "word_count": 104
      },
      {
        "bullet_count": 8,
        "heading": "What You Bring",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Web Development Fundamentals: Proficient",
          "last_5_words": "successful project execution."
        },
        "text": "\u2022 Web Development Fundamentals: Proficient in HTML, CSS, Bootstrap, and foundational web technologies.\n\u2022 JavaScript and React.js Expertise: Strong knowledge of JavaScript and React.js framework.\n\u2022 Familiarity with Front-End Frameworks: Experience with jQuery, Angular, and Vue.js for advanced UI development.\n\u2022 Database Experience: Knowledge of platforms like MongoDB, PostgreSQL, Firebase, Redis, and SQLite.\n\u2022 Platform Proficiency: Hands-on experience with Linux, Windows, and other operating systems.\n\u2022 Development Methodologies: Understanding of Agile practices, testing methodologies, and software lifecycle.\n\u2022 Development Tools Knowledge: Familiarity with tools like Reactide, Code Sandbox, Storybook, and Bit.\n\u2022 Team Collaboration Skills: Strong ability to communicate and collaborate for successful project execution.",
        "word_count": 139
      }
    ],
    "urls": []
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "de513c97-e5ac-4fa4-a3dc-d68a1cdf7f60",
  "stage3_signals": {
    "alias_match_roles": [
      {
        "display_name": "AI Engineer",
        "matched_count": null,
        "role_id": 13,
        "score": 0.3448,
        "slug": "ai-engineer",
        "total_count": null
      },
      {
        "display_name": "Data Engineer",
        "matched_count": null,
        "role_id": 2,
        "score": 0.3333,
        "slug": "data-engineer",
        "total_count": null
      },
      {
        "display_name": "Ios engineer",
        "matched_count": null,
        "role_id": 6,
        "score": 0.3333,
        "slug": "ios-engineer",
        "total_count": null
      },
      {
        "display_name": "Backend Engineer",
        "matched_count": null,
        "role_id": 1,
        "score": 0.3125,
        "slug": "backend-engineer",
        "total_count": null
      }
    ],
    "kra_match_roles": [
      {
        "display_name": "DevOps Engineer",
        "matched_count": null,
        "role_id": 10,
        "score": 0.4557,
        "slug": "devops-engineer",
        "total_count": null
      },
      {
        "display_name": "Android Engineer",
        "matched_count": null,
        "role_id": 4,
        "score": 0.42,
        "slug": "android-engineer",
        "total_count": null
      },
      {
        "display_name": "Frontend Engineer",
        "matched_count": null,
        "role_id": 7,
        "score": 0.4168,
        "slug": "frontend-engineer",
        "total_count": null
      },
      {
        "display_name": "AR/VR Engineer",
        "matched_count": null,
        "role_id": 8,
        "score": 0.3631,
        "slug": "ar-vr-engineer",
        "total_count": null
      },
      {
        "display_name": "Hybrid Mobile Developer",
        "matched_count": null,
        "role_id": 11,
        "score": 0.357,
        "slug": "hybrid-mobile-developer",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "Frontend Engineer",
        "matched_count": 5,
        "role_id": 7,
        "score": 0.2273,
        "slug": "frontend-engineer",
        "total_count": 22
      },
      {
        "display_name": "Backend Engineer",
        "matched_count": 4,
        "role_id": 1,
        "score": 0.1818,
        "slug": "backend-engineer",
        "total_count": 22
      },
      {
        "display_name": "Hybrid Mobile Developer",
        "matched_count": 4,
        "role_id": 11,
        "score": 0.1818,
        "slug": "hybrid-mobile-developer",
        "total_count": 22
      },
      {
        "display_name": "Android Engineer",
        "matched_count": 2,
        "role_id": 4,
        "score": 0.0909,
        "slug": "android-engineer",
        "total_count": 22
      },
      {
        "display_name": "Data Engineer",
        "matched_count": 1,
        "role_id": 2,
        "score": 0.0455,
        "slug": "data-engineer",
        "total_count": 22
      }
    ],
    "stage35_ran": false
  },
  "stage4_decision": {
    "alias_collision_detected": true,
    "case": "B",
    "chosen_role": {
      "display_name": "DevOps Engineer",
      "matched_count": null,
      "role_id": 10,
      "score": 0.4557,
      "slug": "devops-engineer",
      "total_count": null
    },
    "confidence": 0.4557,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "queued": false,
    "reasoning": "Stage 1 title \u0027React Developer with Java\u0027 not in catalog; KRA top-2 within margin -\u003e classify into nearest neighbor devops-engineer (0.46)"
  },
  "stage5_updates": {
    "centroid_n_after": 3,
    "centroid_updated": true,
    "collision_log_id": 13,
    "new_kra_attached": null,
    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 116,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "HTML",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 117,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Bootstrap",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 118,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "jQuery",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 119,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Vue.js",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 120,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Firebase",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 121,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Linux",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 122,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Windows",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 123,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Testing",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 124,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Reactide",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 125,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "CodeSandbox",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 126,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Bit",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": "react-developer-with-java",
    "v3_run_id": "DRY_RUN"
  }
}

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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