Pipeline run
8eae6d6c-c60d-4197-b51b-0059a247d804
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionvocab breakdown (legacy)
Signals
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Native Mobile Developer
→iOS Developer
sub-role · 0.95 CASE Aslug: native-mobile-developer · id: 75 · source: db · sub-role slug: ios-engineer
Multi-alias tie (3 roles at 1.0) resolved by TIER_A_KRA: iOS Developer
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
About Plum Plum is an employee insurance and health benefits platform focused on making health insurance simple, accessible and inclusive for modern organizations. Healthcare in India is seeing a phenomenal shift with inflation in healthcare costs 3x that of general inflation. A majority of Indians are unable to afford health insurance on their own; and so as many as 600mn Indians will likely have to depend on employer-sponsored insurance. Plum is on a mission to insure 10mn lives by 2025. Backed by leading global investors including Tiger Global, and Sequoia Capital, we help companies care better for their employees by providing. Mobile Engineering at Plum We are early adopters of modern mobile stack powered by Swift UI, Kotlin Multiplatform and Jetpack Compose, among others. Be among the founding members of the mobile team at Plum and help shape our vision of delivering delightful experiences to 10mn lives. Take a stab at solving complex engineering problems by playing at the intersection of healthcare, insurance, and wellness. Roles and Responsibilities:- • Design, build, and maintain high-performance, reusable, and reliable Swift code. • Translate designs and wireframes into high-quality components and modular code, ensuring the best possible performance, quality, and responsiveness of the application • Strong sense of ownership and integrity demonstrated through clear communication and collaboration • Experience building and maintaining an open-source project or design library is a plus. Qualifications:- • 2+ years of experience writing, maintaining and releasing iOS apps at scale • Strong mobile ecosystem fundamentals with expertise in iOS SDK framework and Swift. • Experience with local databases, offline storage, threading, and performance tuning • Familiarity with RESTful APIs to connect iOS applications to back-end services • Familiarity with the use of additional sensors, such as cameras, gyroscopes and accelerometers • Ability to understand business requirements and translate them into technical requirements • Ability to learn quickly and adapt to new technologies and development practices is a plus • Experience with Swift UI and Kotlin Multiplatform is a plus.
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Aliases — catalog
- Swift (CANONICAL) primary
- Swift 2.0 (VERSION)
- Swift 2.x (VERSION)
- Swift 3.0 (VERSION)
- Swift 3.x (VERSION)
- Swift 4.0 (VERSION)
- Swift 4.x (VERSION)
- Swift 5.0 (VERSION)
- Swift 5.x (VERSION)
- Swift 6.0 (VERSION)
- Swift 6.x (VERSION)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Language
- Sub-category
- Programming Language
- Vendor
- Apple
- License
- apache_2
- Year introduced
- 2014
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Swift is broadly used for iOS/macOS hiring; job postings commonly list it alongside UIKit/SwiftUI, and Apple continues to invest in it as the primary language for new app development.
Skill profile (library / DB)
- Skill nature
- LANGUAGE
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 6
- Sub-category id
- 96
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Native Mobile Languages Catalog dimension db id 274
Library dimension (catalog)
Roles linked in library: Native Mobile Developer
-
Swift and Objective-C Catalog dimension db id 81
Library dimension (catalog)
Roles linked in library: iOS Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Native Mobile Languages
native-mobile-languages
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
|
Swift and Objective-C
swift-and-objective-c
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- iOS (CANONICAL)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Platform
- Sub-category
- Mobile Operating Platform
- Vendor
- Apple Inc.
- License
- proprietary
- Year introduced
- 2007
- Confidence
- 0.93
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: iOS is a mainstream mobile platform with high JD volume for Swift/iOS roles across consumer and enterprise apps; Apple continues active platform support and releases, indicating broad adoption rather than niche use.
Skill profile (library / DB)
- Skill nature
- PLATFORM
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 9
- Sub-category id
- 1200
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Development Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Aliases — catalog
- REST (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Concept
- Sub-category
- Api Architecture Style
- Year introduced
- 2000
- Confidence
- 0.88
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: REST is a default API architecture in many job descriptions and is widely supported by major vendors/frameworks; OpenAPI and RESTful endpoints remain standard in hiring pipelines.
Skill profile (library / DB)
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 2
- Sub-category id
- 2122
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
API Design and Contracts Catalog dimension db id 3
Library dimension (catalog)
Roles linked in library: Backend Developer, Fullstack Developer, Fullstack Developer
-
API Interface and Contract Design Catalog dimension db id 289
Library dimension (catalog)
Roles linked in library: .NET Backend Developer, Go Backend Developer, Kotlin Backend Developer, Node.js Backend Developer, PHP Backend Developer, Python Backend Developer, Ruby Backend Developer, Scala Backend Developer
-
Integration Protocols & Standards Catalog dimension db id 271
Library dimension (catalog)
Roles linked in library: Pega Developer
-
Standards, Protocols & Compliance Catalog dimension db id 452
Library dimension (catalog)
Roles linked in library: Engineering Manager, Sitecore Dev
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
API Design and Contracts
api-design-and-contracts
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
API Interface and Contract Design
api-interface-and-contract-design
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Integration Protocols & Standards
integration-protocols-standards
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Standards, Protocols & Compliance
standards-protocols-compliance
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- SwiftUI (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Framework
- Sub-category
- Ui Framework
- Vendor
- Apple
- License
- other_open
- Year introduced
- 2019
- Confidence
- 0.98
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: SwiftUI is widely listed in iOS/macOS job postings and is Apple’s primary UI framework for new apps, with strong ecosystem adoption replacing much UIKit-only greenfield work.
Skill profile (library / DB)
- Skill nature
- FRAMEWORK
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 5
- Sub-category id
- 341
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Android UI Frameworks Catalog dimension db id 162
Library dimension (catalog)
Roles linked in library: Android Developer, Native Mobile Developer
-
UIKit and SwiftUI Catalog dimension db id 82
Library dimension (catalog)
Roles linked in library: iOS Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Android UI Frameworks
android-ui-frameworks
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
|
UIKit and SwiftUI
uikit-and-swiftui
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Programming Languages
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Aliases — catalog
- open-source (CANONICAL)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Concept
- Sub-category
- Open Source Software Model
- Confidence
- 0.91
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Open-source is a standard hiring-pipeline term across software JDs and vendor ecosystems; major cloud, database, and devtool roles routinely require OSS contribution or usage experience.
Skill profile (library / DB)
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 2
- Sub-category id
- 1111
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
React Frontend Development
d_init_01
|
— | — |
Skipped — no persistable v3 meta for new skill
skill_not_in_db_v3_proposed
|
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Databases
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Development Tools
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Aliases — catalog
- threading (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Concept
- Sub-category
- Concurrency Concept
- Confidence
- 0.93
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Threading is a core concurrency concept in most mainstream languages and appears routinely in job descriptions for backend, systems, and desktop roles; it’s a standard interview topic rather than a niche tool.
Skill profile (library / DB)
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 2
- Sub-category id
- 7
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Concurrency and Async Workflows Catalog dimension db id 292
Library dimension (catalog)
Roles linked in library: .NET Backend Developer, Python Backend Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Concurrency and Async Workflows
concurrency-and-async-workflows
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- query tuning (CANONICAL) primary
- Query Tuning (CANONICAL)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Concept
- Sub-category
- Query Optimization
- Confidence
- 0.82
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Common in DB/analytics job descriptions and vendor docs; PostgreSQL, MySQL, SQL Server, and Oracle all expose EXPLAIN/ANALYZE and tuning guides, showing broad hiring-pipeline demand.
Skill profile (library / DB)
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 2
- Sub-category id
- 3067
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Relational Database Design Catalog dimension db id 4
Library dimension (catalog)
Roles linked in library: .NET Backend Developer, Backend Developer, Kotlin Backend Developer, Node.js Backend Developer, Python Backend Developer, Ruby Backend Developer, Scala Backend Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Relational Database Design
relational-database-design
|
— | — |
Skipped — no persistable v3 meta for new skill
skill_not_in_db_v3_proposed
|
All API 3 persistence rows
Same grid as the skill-extractor “Persistence items” table: one row per (skill × dimension) work item.
| Skill | Tag | Dimension | Skill↔dim | Role↔dim | Outcome | Notes |
|---|---|---|---|---|---|---|
| Swift | in_db |
Native Mobile Languages
native-mobile-languages
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| Swift | in_db |
Swift and Objective-C
swift-and-objective-c
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| iOS | in_db |
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| REST | in_db |
API Design and Contracts
api-design-and-contracts
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| REST | in_db |
API Interface and Contract Design
api-interface-and-contract-design
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| REST | in_db |
Integration Protocols & Standards
integration-protocols-standards
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| REST | in_db |
Standards, Protocols & Compliance
standards-protocols-compliance
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| SwiftUI | in_db |
Android UI Frameworks
android-ui-frameworks
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| SwiftUI | in_db |
UIKit and SwiftUI
uikit-and-swiftui
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Open Source | new |
React Frontend Development
d_init_01
|
— | — | Skipped — no persistable v3 meta for new skill | skill_not_in_db_v3_proposed |
| Threading | in_db |
Concurrency and Async Workflows
concurrency-and-async-workflows
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Performance Tuning | new |
Relational Database Design
relational-database-design
|
— | — | Skipped — no persistable v3 meta for new skill | skill_not_in_db_v3_proposed |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | iOS SDK | type=Development Tools subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Kotlin Multiplatform | type=Programming Languages subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Local Databases | type=Databases subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Offline Storage | type=Development Tools subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| dimension_skill_link_proposed | Open Source ↔ React Frontend Development | |
| dimension_skill_link_proposed | Performance Tuning ↔ Relational Database Design |
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Plum is an employee insurance",
"last_5_words": "accessible and inclusive for modern organizations."
},
"text": "Plum is an employee insurance and health benefits platform focused on making health insurance simple, accessible and inclusive for modern organizations.",
"word_count": 25
},
"certifications": [],
"company_name": "Plum",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"HealthTech",
"Insurance"
],
"domain": "Healthcare"
},
"secondary": null
},
"education": [],
"experience": {
"max": null,
"min": 2,
"raw": "2+ years of experience writing, maintaining and releasing iOS apps at scale"
},
"job_locations": [],
"role": "Mobile Engineer",
"role_aliases": [
"iOS Developer",
"Mobile Developer",
"Software Engineer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 4,
"heading": "Roles and Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Design, build, and maintain",
"last_5_words": "is a plus."
},
"text": "\u2022 Design, build, and maintain high-performance, reusable, and reliable Swift code.\n\u2022 Translate designs and wireframes into high-quality components and modular code, ensuring the best possible performance, quality, and responsiveness of the application\n\u2022 Strong sense of ownership and integrity demonstrated through clear communication and collaboration\n\u2022 Experience building and maintaining an open-source project or design library is a plus.",
"word_count": 54
},
{
"bullet_count": 8,
"heading": "Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 2+ years of experience writing,",
"last_5_words": "is a plus."
},
"text": "\u2022 2+ years of experience writing, maintaining and releasing iOS apps at scale\n\u2022 Strong mobile ecosystem fundamentals with expertise in iOS SDK framework and Swift.\n\u2022 Experience with local databases, offline storage, threading, and performance tuning\n\u2022 Familiarity with RESTful APIs to connect iOS applications to back-end services\n\u2022 Familiarity with the use of additional sensors, such as cameras, gyroscopes and accelerometers\n\u2022 Ability to understand business requirements and translate them into technical requirements\n\u2022 Ability to learn quickly and adapt to new technologies and development practices is a plus\n\u2022 Experience with Swift UI and Kotlin Multiplatform is a plus.",
"word_count": 104
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "Swift"
},
{
"is_primary": true,
"skill_name": "iOS"
},
{
"is_primary": true,
"skill_name": "iOS SDK"
},
{
"is_primary": true,
"skill_name": "REST"
},
{
"is_primary": false,
"skill_name": "SwiftUI"
},
{
"is_primary": false,
"skill_name": "Kotlin Multiplatform"
},
{
"is_primary": false,
"skill_name": "Open Source"
},
{
"is_primary": false,
"skill_name": "Local Databases"
},
{
"is_primary": false,
"skill_name": "Offline Storage"
},
{
"is_primary": false,
"skill_name": "Threading"
},
{
"is_primary": false,
"skill_name": "Performance Tuning"
}
],
"jd_role": {
"display_name": "Mobile Engineer",
"rationale": null,
"role_aliases": [
"iOS Developer",
"Mobile Developer",
"Software Engineer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Plum is an employee insurance",
"last_5_words": "accessible and inclusive for modern organizations."
},
"text": "Plum is an employee insurance and health benefits platform focused on making health insurance simple, accessible and inclusive for modern organizations.",
"word_count": 25
},
"certifications": [],
"company_name": "Plum",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"HealthTech",
"Insurance"
],
"domain": "Healthcare"
},
"secondary": null
},
"education": [],
"experience": {
"max": null,
"min": 2,
"raw": "2+ years of experience writing, maintaining and releasing iOS apps at scale"
},
"job_locations": [],
"role": "Mobile Engineer",
"role_aliases": [
"iOS Developer",
"Mobile Developer",
"Software Engineer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 4,
"heading": "Roles and Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Design, build, and maintain",
"last_5_words": "is a plus."
},
"text": "\u2022 Design, build, and maintain high-performance, reusable, and reliable Swift code.\n\u2022 Translate designs and wireframes into high-quality components and modular code, ensuring the best possible performance, quality, and responsiveness of the application\n\u2022 Strong sense of ownership and integrity demonstrated through clear communication and collaboration\n\u2022 Experience building and maintaining an open-source project or design library is a plus.",
"word_count": 54
},
{
"bullet_count": 8,
"heading": "Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 2+ years of experience writing,",
"last_5_words": "is a plus."
},
"text": "\u2022 2+ years of experience writing, maintaining and releasing iOS apps at scale\n\u2022 Strong mobile ecosystem fundamentals with expertise in iOS SDK framework and Swift.\n\u2022 Experience with local databases, offline storage, threading, and performance tuning\n\u2022 Familiarity with RESTful APIs to connect iOS applications to back-end services\n\u2022 Familiarity with the use of additional sensors, such as cameras, gyroscopes and accelerometers\n\u2022 Ability to understand business requirements and translate them into technical requirements\n\u2022 Ability to learn quickly and adapt to new technologies and development practices is a plus\n\u2022 Experience with Swift UI and Kotlin Multiplatform is a plus.",
"word_count": 104
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "8eae6d6c-c60d-4197-b51b-0059a247d804",
"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
},
{
"display_name": "Native Mobile Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 75,
"score": 1.0,
"slug": "native-mobile-developer",
"total_count": null
},
{
"display_name": "Android Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 4,
"score": 1.0,
"slug": "android-engineer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "iOS Developer",
"kra_matches": [
{
"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": "Design, build, and maintain high-performance, reusable, and reliable Swift code.",
"similarity": 0.5913
},
{
"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": "Strong mobile ecosystem fundamentals with expertise in iOS SDK framework and Swift.",
"similarity": 0.5648
},
{
"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": "2+ years of experience writing, maintaining and releasing iOS apps at scale",
"similarity": 0.5102
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 6,
"score": 0.5554,
"slug": "ios-engineer",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "translate product and design requirements",
"sentence": "Translate designs and wireframes into high-quality components and modular code, ensuring the best possible performance, quality, and responsiveness of the application",
"similarity": 0.5752
},
{
"kra_text": "translate product and design requirements",
"sentence": "Ability to understand business requirements and translate them into technical requirements",
"similarity": 0.5635
},
{
"kra_text": "structure reusable application code",
"sentence": "Design, build, and maintain high-performance, reusable, and reliable Swift code.",
"similarity": 0.4742
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.5376,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "React Frontend Developer",
"kra_matches": [
{
"kra_text": "translate product and design requirements",
"sentence": "Translate designs and wireframes into high-quality components and modular code, ensuring the best possible performance, quality, and responsiveness of the application",
"similarity": 0.5752
},
{
"kra_text": "translate product and design requirements",
"sentence": "Ability to understand business requirements and translate them into technical requirements",
"similarity": 0.5635
},
{
"kra_text": "Implement user-facing screens and interactions",
"sentence": "Design, build, and maintain high-performance, reusable, and reliable Swift code.",
"similarity": 0.3539
}
],
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API 2 — extract-details
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],
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}
API 3 — final-role-output
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"chosen_role_resolution": "in_db",
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"tag": "in_db"
},
{
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},
{
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"tag": "new"
},
{
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},
{
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},
{
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},
{
"skill": "Open Source",
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},
{
"skill": "Local Databases",
"tag": "new"
},
{
"skill": "Offline Storage",
"tag": "new"
},
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