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
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
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Swiggy is India\u2019s leading on-demand",
"last_5_words": "driven by continuous innovation."
},
"text": "Swiggy is India\u2019s 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.",
"word_count": 64
},
"certifications": [],
"company_name": "Swiggy",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"Tech Services",
"Software Development"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science (or related)",
"raw": "Bachelor\u0027s degree in Computer Science, Engineering, or related field (Master\u0027s degree preferred).",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 1,
"raw": "1+ years of professional experience in iOS application development."
},
"job_locations": [
{
"aliases": [],
"city": null,
"country": null,
"state": null,
"work_mode": "remote"
}
],
"role": "Software Dev Engineer II [Native iOS]",
"role_aliases": [
"iOS Developer",
"iOS Software Engineer",
"SDE-2"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "Position Overview",
"heading_was_present": true,
"source_marker": {
"first_5_words": "We are looking for highly",
"last_5_words": "exceed industry standards."
},
"text": "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.",
"word_count": 134
},
{
"bullet_count": 7,
"heading": "What will you get to do here?",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Design and Architecture: Collaborate",
"last_5_words": "through innovation and experimentation."
},
"text": "\u2022 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.\n\u2022 Development: Write clean, maintainable, reusable code in Swift/SwiftUI. Implement new features, enhancements, and bug fixes according to project requirements and timelines.\n\u2022 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.\n\u2022 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.\n\u2022 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.\n\u2022 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.\n\u2022 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.",
"word_count": 263
},
{
"bullet_count": 12,
"heading": "What qualities are we looking for?",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Bachelor\u0027s degree in Computer",
"last_5_words": "will be cherry on the top."
},
"text": "\u2022 Bachelor\u0027s degree in Computer Science, Engineering, or related field (Master\u0027s degree preferred).\n\u2022 1+ years of professional experience in iOS application development.\n\u2022 Proficiency in Swift programming languages.\n\u2022 Strong understanding of iOS SDK, X-Code, and related development tools.\n\u2022 Experience with iOS architecture components.\n\u2022 Solid understanding of software design principles, patterns, and best practices.\n\u2022 Experience with RESTful APIs, JSON/Proto etc.\n\u2022 Familiarity with version control systems (e.g., Git) and continuous integration tools (e.g., Jenkins).\n\u2022 Excellent problem-solving skills and attention to detail.\n\u2022 Strong communication and collaboration skills.\n\u2022 Ability to thrive in a fast-paced, dynamic environment and adapt to changing priorities.\n\u2022 Knowledge and hands on experience of Kotlin Multiplatform will be cherry on the top.",
"word_count": 139
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "iOS"
},
{
"is_primary": true,
"skill_name": "Swift"
},
{
"is_primary": true,
"skill_name": "SwiftUI"
},
{
"is_primary": true,
"skill_name": "Unit Testing"
},
{
"is_primary": true,
"skill_name": "Integration Testing"
},
{
"is_primary": true,
"skill_name": "Automated Testing"
},
{
"is_primary": true,
"skill_name": "Code Review"
},
{
"is_primary": true,
"skill_name": "Agile"
},
{
"is_primary": true,
"skill_name": "REST"
},
{
"is_primary": true,
"skill_name": "JSON"
},
{
"is_primary": true,
"skill_name": "Protocol Buffers"
},
{
"is_primary": true,
"skill_name": "Git"
},
{
"is_primary": true,
"skill_name": "Jenkins"
},
{
"is_primary": true,
"skill_name": "iOS SDK"
},
{
"is_primary": true,
"skill_name": "Xcode"
},
{
"is_primary": false,
"skill_name": "Kotlin Multiplatform"
}
],
"jd_role": {
"display_name": "Software Dev Engineer II [Native iOS]",
"rationale": null,
"role_aliases": [
"iOS Developer",
"iOS Software Engineer",
"SDE-2"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Swiggy is India\u2019s leading on-demand",
"last_5_words": "driven by continuous innovation."
},
"text": "Swiggy is India\u2019s 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.",
"word_count": 64
},
"certifications": [],
"company_name": "Swiggy",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"Tech Services",
"Software Development"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science (or related)",
"raw": "Bachelor\u0027s degree in Computer Science, Engineering, or related field (Master\u0027s degree preferred).",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 1,
"raw": "1+ years of professional experience in iOS application development."
},
"job_locations": [
{
"aliases": [],
"city": null,
"country": null,
"state": null,
"work_mode": "remote"
}
],
"role": "Software Dev Engineer II [Native iOS]",
"role_aliases": [
"iOS Developer",
"iOS Software Engineer",
"SDE-2"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "Position Overview",
"heading_was_present": true,
"source_marker": {
"first_5_words": "We are looking for highly",
"last_5_words": "exceed industry standards."
},
"text": "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.",
"word_count": 134
},
{
"bullet_count": 7,
"heading": "What will you get to do here?",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Design and Architecture: Collaborate",
"last_5_words": "through innovation and experimentation."
},
"text": "\u2022 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.\n\u2022 Development: Write clean, maintainable, reusable code in Swift/SwiftUI. Implement new features, enhancements, and bug fixes according to project requirements and timelines.\n\u2022 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.\n\u2022 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.\n\u2022 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.\n\u2022 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.\n\u2022 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.",
"word_count": 263
},
{
"bullet_count": 12,
"heading": "What qualities are we looking for?",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Bachelor\u0027s degree in Computer",
"last_5_words": "will be cherry on the top."
},
"text": "\u2022 Bachelor\u0027s degree in Computer Science, Engineering, or related field (Master\u0027s degree preferred).\n\u2022 1+ years of professional experience in iOS application development.\n\u2022 Proficiency in Swift programming languages.\n\u2022 Strong understanding of iOS SDK, X-Code, and related development tools.\n\u2022 Experience with iOS architecture components.\n\u2022 Solid understanding of software design principles, patterns, and best practices.\n\u2022 Experience with RESTful APIs, JSON/Proto etc.\n\u2022 Familiarity with version control systems (e.g., Git) and continuous integration tools (e.g., Jenkins).\n\u2022 Excellent problem-solving skills and attention to detail.\n\u2022 Strong communication and collaboration skills.\n\u2022 Ability to thrive in a fast-paced, dynamic environment and adapt to changing priorities.\n\u2022 Knowledge and hands on experience of Kotlin Multiplatform will be cherry on the top.",
"word_count": 139
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "3f875f52-1d13-4b11-9573-73953ff267d5",
"stage3_signals": {
"alias_found": true,
"alias_match_roles": [
{
"display_name": "iOS Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 6,
"score": 1.0,
"slug": "ios-engineer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Collaboration: Collaborate closely with product managers, designers, and other engineers to translate product requirements into technical solutions.",
"similarity": 0.7034
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Design and Architecture: Collaborate with cross-functional teams to make our app more scalable and robust.",
"similarity": 0.6789
},
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Performance Optimization: Identify performance bottlenecks and optimize iOS applications for speed, responsiveness, and resource efficiency.",
"similarity": 0.5891
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.6571,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "iOS Developer",
"kra_matches": [
{
"kra_text": "Instruments and optimizes iOS app performance including launch time, memory footprint, main-thread blocking, and frame rate using Instruments.",
"sentence": "Performance Optimization: Identify performance bottlenecks and optimize iOS applications for speed, responsiveness, and resource efficiency.",
"similarity": 0.7059
},
{
"kra_text": "Develops native iOS features using Swift or Objective-C with UIKit or SwiftUI, following Apple Human Interface Guidelines for iPhone and iPad applications.",
"sentence": "Development: Write clean, maintainable, reusable code in Swift/SwiftUI.",
"similarity": 0.6229
},
{
"kra_text": "Develops native iOS features using Swift or Objective-C with UIKit or SwiftUI, following Apple Human Interface Guidelines for iPhone and iPad applications.",
"sentence": "As an SDE-2, you will be responsible for designing, developing, and maintaining iOS applications that delight our users and exceed industry standards.",
"similarity": 0.5533
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 6,
"score": 0.6273,
"slug": "ios-engineer",
"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": "Collaboration: Collaborate closely with product managers, designers, and other engineers to translate product requirements into technical solutions.",
"similarity": 0.6729
},
{
"kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
"sentence": "Implement new features, enhancements, and bug fixes according to project requirements and timelines.",
"similarity": 0.5815
},
{
"kra_text": "Optimizes application performance from database query efficiency through API response latency to frontend rendering speed and bundle size.",
"sentence": "Performance Optimization: Identify performance bottlenecks and optimize iOS applications for speed, responsiveness, and resource efficiency.",
"similarity": 0.5777
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.6107,
"slug": "full-stack-engineer",
"total_count": null
},
{
"display_name": "Angular Frontend Developer",
"kra_matches": [
{
"kra_text": "collaboration with design and QA",
"sentence": "Collaboration: Collaborate closely with product managers, designers, and other engineers to translate product requirements into technical solutions.",
"similarity": 0.6021
},
{
"kra_text": "collaboration with design and QA",
"sentence": "Design and Architecture: Collaborate with cross-functional teams to make our app more scalable and robust.",
"similarity": 0.586
},
{
"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.
Loading…