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Pipeline run

3f875f52-1d13-4b11-9573-73953ff267d5

Pipeline LLM cost (USD)
API 1: $0.0123 API 2: $0.0000 API 3: $0.0000 Total: $0.0123

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 · Native screen and flow building
Build and enhance Swiggy’s iOS consumer app in Swift/SwiftUI: design scalable architecture, ship new features and bug fixes, add unit/integration tests, and profile/fix performance issues while collaborating with product, design, and engineering.
""Design, develop, and maintain iOS applications""
Tech stack maturity
Mainstream Modern cache hit
The skill set centers on Swift, SwiftUI, iOS, Xcode, REST, and automated testing/CI tools like Jenkins and Git, which aligns with a modern but not bleeding-edge mobile development stack.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.20 / 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): ML
Evidence — skills matched in JD (16)
iOS Swift SwiftUI Unit Testing Integration Testing Automated Testing Code Review Agile REST JSON Protocol Buffers Git Jenkins iOS SDK Xcode Kotlin Multiplatform
Skill cluster (7 dimension groups, role-scoped)
API Integration and Data Fetching
JSON
Android UI Frameworks
SwiftUI
Integration Protocols & Standards
REST
Native Mobile Build and Release Tooling
Xcode
Native Mobile Languages
Swift
Testing and Quality Assurance
Integration Testing
Cross-cutting / unaligned
iOS Unit Testing Automated Testing Code Review Agile Protocol Buffers Git Jenkins iOS SDK Kotlin Multiplatform
Show KRA description ↓
We are looking for highly motivated individuals who can join our engineering team as SDE-2. As an iOS SDE 2 at Swiggy, you will play a crucial role in developing and enhancing our iOS mobile application, which millions of users rely on to order food, groceries, dine in and enjoy a seamless delivery experience. This opportunity offers you a chance to work closely with our talented team of iOS developers and gain valuable hands-on experience in the fast-paced world of app development. We are seeking a highly skilled iOS Software Development Engineer (SDE-2) to join our dynamic team. The ideal candidate should have a passion for mobile technology and a proven track record of delivering high-quality iOS applications. As an SDE-2, you will be responsible for designing, developing, and maintaining iOS applications that delight our users and exceed industry standards. • Design and Architecture: Collaborate with cross-functional teams to make our app more scalable and robust. Architect solutions that adhere to best practices and promote code reusability. • Development: Write clean, maintainable, reusable code in Swift/SwiftUI. Implement new features, enhancements, and bug fixes according to project requirements and timelines. • Testing: Develop and execute comprehensive unit tests and integration tests to ensure the reliability and stability of our Consumer App. Implement automated testing frameworks and strategies to streamline the testing process. • Performance Optimization: Identify performance bottlenecks and optimize iOS applications for speed, responsiveness, and resource efficiency. Conduct code reviews and performance profiling to maintain high performance standards. • Documentation: Create technical documentation, including design documents, API specifications, and release notes. Document codebase changes, architecture decisions, and development processes to facilitate knowledge sharing and onboarding. • Collaboration: Collaborate closely with product managers, designers, and other engineers to translate product requirements into technical solutions. Participate in Agile ceremonies, such as sprint planning, daily stand-ups, and retrospectives. • Continuous Improvement: Stay updated on the latest trends, tools, and technologies in iOS development. Continuously improve development processes, coding standards, and software quality through innovation and experimentation. • Bachelor's degree in Computer Science, Engineering, or related field (Master's degree preferred). • 1+ years of professional experience in iOS application development. • Proficiency in Swift programming languages. • Strong understanding of iOS SDK, X-Code, and related development tools. • Experience with iOS architecture components. • Solid understanding of software design principles, patterns, and best practices. • Experience with RESTful APIs, JSON/Proto etc. • Familiarity with version control systems (e.g., Git) and continuous integration tools (e.g., Jenkins). • Excellent problem-solving skills and attention to detail. • Strong communication and collaboration skills. • Ability to thrive in a fast-paced, dynamic environment and adapt to changing priorities. • Knowledge and hands on experience of Kotlin Multiplatform will be cherry on the top.

Signals

Skill native-mobile-developer
0.20
Alias ios-engineer
1.00
KRA flutter-developer
0.66

Post-classification

Centroidupdated · n=69
Alias collision log
New-role queue
New skills captured3
New KRA capturedyes

Captured for admin review

Automated Testing primary Native Mobile Developer pending
iOS SDK primary Native Mobile Developer pending
Kotlin Multiplatform Native Mobile Developer pending
R&R fragment (sim 0.00) Native Mobile Developer pending

We are looking for highly motivated individuals who can join our engineering team as SDE-2. As an iOS SDE 2 at Swiggy, you will play a crucial role in developing and enhancing our iOS mobile applicati…

Status: extract_from_jd_done Created: 2026-05-27T15:40:56.596708Z Updated: 2026-06-12T16:04:56.698361Z
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:  Software Dev Engineer II [Native iOS]

Location: Remote

Tenure: 3- 5years

About The Team & Role

Swiggy is India’s leading on-demand delivery platform with a tech-first approach to logistics and a solution-first approach to consumer demands. With a presence in 500 cities across India, partnerships with hundreds of thousands of restaurants, an employee base of over 5000, and a 2 lakh+ strong independent fleet of Delivery Executives, we deliver unparalleled convenience driven by continuous innovation.

Built on the back of robust ML technology and fuelled by terabytes of data processed every day, Swiggy offers a fast, seamless and reliable delivery experience for millions of customers across India.

From starting out as a hyperlocal food delivery service in 2014 to becoming a logistics hub of excellence today, our capabilities result not only in lightning-fast delivery for customers but also in a productive and fulfilling experience for our employees.

With Swiggy’s New Supply and the recent launches of Swiggy Instamart, Swiggy Genie, and Guiltfree, we are consistently making waves in the market, while continually growing the opportunities we offer our people.

Position Overview

We are looking for highly motivated individuals who can join our engineering team as SDE-2. As an iOS SDE 2 at Swiggy, you will play a crucial role in developing and enhancing our iOS mobile application, which millions of users rely on to order food, groceries, dine in and enjoy a seamless delivery experience. This opportunity offers you a chance to work closely with our talented team of iOS developers and gain valuable hands-on experience in the fast-paced world of app development. We are seeking a highly skilled iOS Software Development Engineer (SDE-2) to join our dynamic team. The ideal candidate should have a passion for mobile technology and a proven track record of delivering high-quality iOS applications. As an SDE-2, you will be responsible for designing, developing, and maintaining iOS applications that delight our users and exceed industry standards.

What will you get to do here?

• Design and Architecture: Collaborate with cross-functional teams to make our app more scalable and robust. Architect solutions that adhere to best practices and promote code reusability. 
• Development: Write clean, maintainable, reusable code in Swift/SwiftUI. Implement new features, enhancements, and bug fixes according to project requirements and timelines. 
• Testing: Develop and execute comprehensive unit tests and integration tests to ensure the reliability and stability of our Consumer App. Implement automated testing frameworks and strategies to streamline the testing process. 
• Performance Optimization: Identify performance bottlenecks and optimize iOS applications for speed, responsiveness, and resource efficiency. Conduct code reviews and performance profiling to maintain high performance standards. 
• Documentation: Create technical documentation, including design documents, API specifications, and release notes. Document codebase changes, architecture decisions, and development processes to facilitate knowledge sharing and onboarding. 
• Collaboration: Collaborate closely with product managers, designers, and other engineers to translate product requirements into technical solutions. Participate in Agile ceremonies, such as sprint planning, daily stand-ups, and retrospectives. 
• Continuous Improvement: Stay updated on the latest trends, tools, and technologies in iOS development. Continuously improve development processes, coding standards, and software quality through innovation and experimentation.


What qualities are we looking for?

• Bachelor's degree in Computer Science, Engineering, or related field (Master's degree preferred). 
• 1+ years of professional experience in iOS application development. 
• Proficiency in Swift programming languages. 
• Strong understanding of iOS SDK, X-Code, and related development tools. 
• Experience with iOS architecture components 
• Solid understanding of software design principles, patterns, and best practices. 
• Experience with RESTful APIs, JSON/Proto etc 
• Familiarity with version control systems (e.g., Git) and continuous integration tools (e.g., Jenkins). 
• Excellent problem-solving skills and attention to detail. 
• Strong communication and collaboration skills. 
• Ability to thrive in a fast-paced, dynamic environment and adapt to changing priorities. 
• Knowledge and hands on experience of Kotlin Multiplatform will be cherry on the top.


Visit our tech blogs to learn more about some of the challenges we deal with:

Making Swiggy Buttery Smooth. A good mobile developer not only does… | by Agam Mahajan

Insight into Swiggy’s new Multimedia Card | by Mayank Jha

Build Time Optimizations (Xcode). As an iOS developer, we have… | by Dhruvil Patel | Swiggy Bytes — Tech Blog

Handling multiple caches in App

Designing the Swiggy app to be truly ‘accessible’ | Episode-3 | by Agam Mahajan

We are an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, colour, religion, sex, disability status, or any other characteristic protected by the law.

Skills from this JD

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

iOS Primary No API 2 row (run stopped after API 1 or history missing)
Swift Primary No API 2 row (run stopped after API 1 or history missing)
SwiftUI Primary No API 2 row (run stopped after API 1 or history missing)
Unit Testing Primary No API 2 row (run stopped after API 1 or history missing)
Integration Testing Primary No API 2 row (run stopped after API 1 or history missing)
Automated Testing Primary No API 2 row (run stopped after API 1 or history missing)
Code Review Primary 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)
REST Primary No API 2 row (run stopped after API 1 or history missing)
JSON Primary No API 2 row (run stopped after API 1 or history missing)
Protocol Buffers 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)
Jenkins Primary No API 2 row (run stopped after API 1 or history missing)
iOS SDK Primary No API 2 row (run stopped after API 1 or history missing)
Xcode Primary No API 2 row (run stopped after API 1 or history missing)
Kotlin Multiplatform 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
RoleSoftware Dev Engineer II [Native iOS]
CompanySwiggy
Experience1+ years of professional experience in iOS application development.
DomainIT Services & Consulting
Location(remote)
JD type pass
Show raw JSON
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API 1 — extract-from-jd click to toggle
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            "kra_text": "code review and refactoring",
            "sentence": "Conduct code reviews and performance profiling to maintain high performance standards.",
            "similarity": 0.5702
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 90,
        "score": 0.5861,
        "slug": "angular-frontend-developer",
        "total_count": null
      },
      {
        "display_name": "React Native Developer",
        "kra_matches": [
          {
            "kra_text": "maintain code quality",
            "sentence": "Conduct code reviews and performance profiling to maintain high performance standards.",
            "similarity": 0.608
          },
          {
            "kra_text": "maintain code quality",
            "sentence": "Continuously improve development processes, coding standards, and software quality through innovation and experimentation.",
            "similarity": 0.5871
          },
          {
            "kra_text": "maintain code quality",
            "sentence": "Architect solutions that adhere to best practices and promote code reusability.",
            "similarity": 0.5101
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 73,
        "score": 0.5684,
        "slug": "react-native-developer",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "Native Mobile Developer",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "Swift",
          "SwiftUI",
          "Xcode"
        ],
        "role_id": 75,
        "score": 0.2,
        "slug": "native-mobile-developer",
        "total_count": 15
      },
      {
        "display_name": "Python Backend Developer",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "Integration testing",
          "JSON",
          "REST"
        ],
        "role_id": 80,
        "score": 0.2,
        "slug": "python-backend-developer",
        "total_count": 15
      },
      {
        "display_name": "Pega Developer",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "Integration testing",
          "JSON",
          "REST"
        ],
        "role_id": 24,
        "score": 0.2,
        "slug": "pega-developer",
        "total_count": 15
      },
      {
        "display_name": "iOS Developer",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "Swift",
          "SwiftUI",
          "Xcode"
        ],
        "role_id": 6,
        "score": 0.2,
        "slug": "ios-engineer",
        "total_count": 15
      },
      {
        "display_name": "Node.js Backend Developer",
        "kra_matches": null,
        "matched_count": 3,
        "matched_skills": [
          "Integration testing",
          "JSON",
          "REST"
        ],
        "role_id": 82,
        "score": 0.2,
        "slug": "node-backend-developer",
        "total_count": 15
      }
    ]
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "DOMAIN",
    "chosen_role": {
      "display_name": "Native Mobile Developer",
      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 75,
      "score": 0.98,
      "slug": "native-mobile-developer",
      "total_count": null
    },
    "confidence": 0.98,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [
      "Native iOS app development",
      "Mobile app architecture",
      "Test automation and quality engineering",
      "Performance optimization",
      "Cross-functional collaboration",
      "Technical documentation and knowledge sharing",
      "Continuous process improvement"
    ],
    "matched_kras": [
      "Designing, developing, and maintaining iOS applications",
      "Make our app more scalable and robust",
      "Write clean, maintainable, reusable code in Swift/SwiftUI",
      "Develop and execute comprehensive unit tests and integration tests",
      "Optimize iOS applications for speed, responsiveness, and resource efficiency",
      "Create technical documentation, including design documents, API specifications, and release notes",
      "Translate product requirements into technical solutions"
    ],
    "matched_skills": [
      "iOS",
      "Swift",
      "SwiftUI",
      "unit tests",
      "integration tests",
      "automated testing frameworks",
      "code reviews",
      "performance profiling",
      "Agile",
      "technical documentation"
    ],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Domain=Software Engineering \u2192 sub-role ios-engineer; The JD is clearly for an iOS SDE focused on building, testing, optimizing, and documenting a native mobile app in Swift/SwiftUI.",
    "sub_role": {
      "confidence": 0.99,
      "display_name": "iOS Developer",
      "reasoning": "The JD explicitly targets Native iOS development and emphasizes Swift/SwiftUI, which clearly matches the iOS Developer child.",
      "role_id": 6,
      "slug": "ios-engineer"
    }
  },
  "stage5_updates": {
    "centroid_n_after": 69,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": {
      "best_kra_similarity": 0.0,
      "queue_id": 1102,
      "r_and_r_preview": "We are looking for highly motivated individuals who can join our engineering team as SDE-2. As an iOS SDE 2 at Swiggy, you will play a crucial role in developing and enhancing our iOS mobile applicati",
      "role_display_name": "Native Mobile Developer",
      "role_slug": "native-mobile-developer",
      "status": "pending"
    },
    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 15749,
        "role_display_name": "Native Mobile Developer",
        "role_slug": "native-mobile-developer",
        "skill_name": "Automated Testing",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 15750,
        "role_display_name": "Native Mobile Developer",
        "role_slug": "native-mobile-developer",
        "skill_name": "iOS SDK",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 15751,
        "role_display_name": "Native Mobile Developer",
        "role_slug": "native-mobile-developer",
        "skill_name": "Kotlin Multiplatform",
        "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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