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Pipeline run

8cfda016-ad23-4fea-9aad-c6e5df12f837

Pipeline LLM cost (USD)
API 1: $0.0036 API 2: $0.0000 API 3: $0.0000 Total: $0.0036

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 · Cross-platform feature development
Build and maintain cross-platform React Native app screens/features for iOS and Android, integrating REST APIs, debugging issues, and improving performance, quality, and releases while working with designers and product managers.
"• Develop and maintain applications using React Native."
Tech stack maturity
Modern Cloud Native
A hybrid mobile developer working with React Native, JavaScript, REST, Android, iOS, and Git typically operates in a modern cross-platform, cloud-integrated software stack.
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 (9)
React Native JavaScript iOS Android REST Git TypeScript Redux Agile
Skill cluster (5 dimension groups, role-scoped)
Cross-Platform App Languages
JavaScript TypeScript
Integration Protocols & Standards
REST
Screen Navigation and State
Redux
UI Frameworks and Rendering
React Native
Cross-cutting / unaligned
iOS Android Git Agile
Show KRA description ↓
The React Native Developer plays a crucial role in building high-quality mobile applications using the React Native framework. As a key member of our development team, you will be responsible for developing complex mobile interfaces that deliver seamless user experiences across both iOS and Android platforms. This role is essential to our organization as it directly impacts our ability to deliver innovative mobile solutions that meet user needs and business goals. The ideal candidate will have a strong background in mobile app development, a passion for technology, and a commitment to writing clean, maintainable code. You will collaborate with designers and product managers to define app features and contribute to all phases of the development lifecycle. In our fast-paced environment, your ability to adapt to new technologies and continuously improve your skill set will be crucial in ensuring project success. • Develop and maintain applications using React Native. • Write clean, maintainable, and efficient code. • Collaborate with cross-functional teams to define and design new features. • Integrate third-party APIs and services. • Ensure the performance, quality, and responsiveness of applications. • Debug and troubleshoot application issues. • Optimize applications for maximum speed and scalability. • Participate in code reviews to ensure code quality. • Stay updated with the latest industry trends and technologies. • Implement variant functionalities for mobile devices. • Provide continuous support for existing applications. • Work alongside UX/UI designers to create a smart and hands-on experience. • Develop unit and integration tests for applications. • Manage the application deployment process. • Document software design and architecture. • Bachelor's degree in Computer Science, Software Engineering, or related field. • 3+ years of experience in mobile application development. • Proven expertise in React Native and its ecosystem. • Strong experience with JavaScript, TypeScript, or similar languages. • Familiarity with RESTful APIs and web services. • Experience with version control systems, especially Git. • Understanding of mobile UI/UX principles. • Strong debugging and problem-solving skills. • Knowledge of modern mobile development practices. • Ability to work collaboratively in a fast-paced environment. • Excellent communication skills, both written and verbal. • Experience with asynchronous programming and the Redux state management like libraries. • Knowledge of testing frameworks and tools. • Familiarity with Agile development methodologies. • Ability to learn new technologies quickly and adapt to changing priorities.

Signals

Skill full-stack-engineer
0.50
Alias hybrid-mobile-developer
1.00
KRA flutter-developer
0.72
Status: extract_from_jd_done Created: 2026-05-27T15:10:16.099963Z Updated: 2026-06-12T16:47:42.240745Z
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

Job Title: React Native Developer

Overview

The React Native Developer plays a crucial role in building high-quality mobile applications using the React Native framework. As a key member of our development team, you will be responsible for developing complex mobile interfaces that deliver seamless user experiences across both iOS and Android platforms. This role is essential to our organization as it directly impacts our ability to deliver innovative mobile solutions that meet user needs and business goals. The ideal candidate will have a strong background in mobile app development, a passion for technology, and a commitment to writing clean, maintainable code. You will collaborate with designers and product managers to define app features and contribute to all phases of the development lifecycle. In our fast-paced environment, your ability to adapt to new technologies and continuously improve your skill set will be crucial in ensuring project success.

Key Responsibilities

• Develop and maintain applications using React Native.
• Write clean, maintainable, and efficient code.
• Collaborate with cross-functional teams to define and design new features.
• Integrate third-party APIs and services.
• Ensure the performance, quality, and responsiveness of applications.
• Debug and troubleshoot application issues.
• Optimize applications for maximum speed and scalability.
• Participate in code reviews to ensure code quality.
• Stay updated with the latest industry trends and technologies.
• Implement variant functionalities for mobile devices.
• Provide continuous support for existing applications.
• Work alongside UX/UI designers to create a smart and hands-on experience.
• Develop unit and integration tests for applications.
• Manage the application deployment process.
• Document software design and architecture.


Required Qualifications

• Bachelor's degree in Computer Science, Software Engineering, or related field.
• 3+ years of experience in mobile application development.
• Proven expertise in React Native and its ecosystem.
• Strong experience with JavaScript, TypeScript, or similar languages.
• Familiarity with RESTful APIs and web services.
• Experience with version control systems, especially Git.
• Understanding of mobile UI/UX principles.
• Strong debugging and problem-solving skills.
• Knowledge of modern mobile development practices.
• Ability to work collaboratively in a fast-paced environment.
• Excellent communication skills, both written and verbal.
• Experience with asynchronous programming and the Redux state management like libraries.
• Knowledge of testing frameworks and tools.
• Familiarity with Agile development methodologies.
• Ability to learn new technologies quickly and adapt to changing priorities.


Skills: git,mobile,asynchronous programming,agile methodologies,typescript,features,cross-platform development,redux,testing frameworks,javascript,ui/ux principles,app,react,debugging,problem-solving,unit testing,restful apis,react native,design

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 Native 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)
TypeScript Secondary No API 2 row (run stopped after API 1 or history missing)
iOS Primary No API 2 row (run stopped after API 1 or history missing)
Android Primary No API 2 row (run stopped after API 1 or history missing)
REST Primary No API 2 row (run stopped after API 1 or history missing)
Git 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)
Agile 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 Native Developer
Experience3+ years of experience in mobile application development.
DomainSoftware & SaaS Products
JD type pass
Show raw JSON
{
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  "about_company": null,
  "certifications": [],
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  "ctc": null,
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    "React Native Engineer",
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  "roles_and_responsibilities": [
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      "heading": "Overview",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "The React Native Developer plays",
        "last_5_words": "ensure project success."
      },
      "text": "The React Native Developer plays a crucial role in building high-quality mobile applications using the React Native framework. As a key member of our development team, you will be responsible for developing complex mobile interfaces that deliver seamless user experiences across both iOS and Android platforms. This role is essential to our organization as it directly impacts our ability to deliver innovative mobile solutions that meet user needs and business goals. The ideal candidate will have a strong background in mobile app development, a passion for technology, and a commitment to writing clean, maintainable code. You will collaborate with designers and product managers to define app features and contribute to all phases of the development lifecycle. In our fast-paced environment, your ability to adapt to new technologies and continuously improve your skill set will be crucial in ensuring project success.",
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      },
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      "source_marker": {
        "first_5_words": "\u2022 Bachelor\u0027s degree in Computer",
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      },
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      "word_count": 174
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  ],
  "urls": []
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API 1 — extract-from-jd click to toggle
{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "React Native"
    },
    {
      "is_primary": true,
      "skill_name": "JavaScript"
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    },
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    },
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      "is_primary": true,
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    },
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      "is_primary": true,
      "skill_name": "REST"
    },
    {
      "is_primary": true,
      "skill_name": "Git"
    },
    {
      "is_primary": false,
      "skill_name": "Redux"
    },
    {
      "is_primary": false,
      "skill_name": "Agile"
    }
  ],
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    "rationale": null,
    "role_aliases": [
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      "React Native Engineer",
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  "nano_parsed": {
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    ],
    "experience": {
      "max": null,
      "min": 3,
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    "role_archetype": "Engineering",
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        },
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    "urls": []
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  "rejected": false,
  "rejection_reason": null,
  "run_id": "8cfda016-ad23-4fea-9aad-c6e5df12f837",
  "stage3_signals": {
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    "kra_match_roles": [
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        ],
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      }
    ]
  },
  "stage4_decision": {
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    "case": "A",
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    },
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    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [],
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    "queued": false,
    "reasoning": "Multi-alias tie (4 roles at 1.0) resolved by TIER_A_KRA: React Native Developer",
    "sub_role": {
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      "reasoning": "hoisted from chosen leaf (case=A)",
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  },
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}
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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