Pipeline run
0b8d274d-4cc0-4f06-85f1-6c43d17d8e23
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
Hybrid Mobile Developer
→Flutter Developer
sub-role · 0.95 CASE Aslug: hybrid-mobile-developer · id: 11 · source: db · sub-role slug: flutter-developer
Multi-alias tie (4 roles at 1.0) resolved by TIER_A_KRA: Flutter Developer
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
We are hiring for our client - digivantics. Position: Flutter Developer Experience: 2–6 years Location: Bangalore, Karnataka Compensation: 8 - 10 LPA Key Responsibilities • Design & Develop: Build intuitive, scalable, and performance-driven mobile applications using Flutter for both Android and iOS platforms. • Collaborate: Work closely with UI/UX designers, backend developers, and stakeholders to bring the app's vision to life. • Optimize & Debug: Ensure applications run smoothly, quickly resolving issues and optimizing for performance. • Integrate APIs: Connect the app with backend systems to fetch and display real-time data. • Test & Maintain: Regularly test apps for stability, fix bugs, and update features to meet evolving requirements. • Stay Updated: Keep up with Flutter advancements and integrate the latest best practices into app development. Requirements • Technical Skills: • Proficiency in Dart programming language and Flutter framework. • Strong understanding of mobile app architecture and lifecycle. • Experience in third-party libraries, RESTful APIs, and state management solutions like Provider or Bloc. • Familiarity with tools like Firebase, SQLite, or other backend services. • Experience: • 2–6 years of hands-on Flutter development experience. • Successfully deployed apps on Play Store and/or App Store. • Soft Skills: • Ability to adapt and deliver in a fast-paced environment. • Excellent problem-solving skills and attention to detail. • Strong communication and teamwork abilities. Roles & Responsibilities • Create Awesome Apps: The Flutter developer will make beautiful, easy-to-use apps that work on both Android and iOS. • Teamwork: They will work with designers (for how the app looks) and backend developers (who handle the app's data). • Fix Problems: If a part of the app breaks or runs slow, they'll figure out what's wrong and fix it. • Add Cool Features: For example, adding a "Top Deals" section to help travelers find great discounts. • Keep Things Running Smoothly: Test the app regularly to make sure it doesn’t crash, and update it when new tech or customer needs arise. • Bring Fresh Ideas: Suggest creative solutions to improve the app and make it stand out from competitors. Skills: problem solving,flutter,mobile app architecture,provider,ios,state management (provider, bloc),sqlite,mobile app lifecycle,app,bloc,third-party libraries,dart,firebase,restful apis,state management solutions,android
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
- Flutter (CANONICAL) primary
- Flutter 3 (VERSION)
- Flutter 3.x (VERSION)
- Flutter3 (VERSION)
- flutter (VERSION)
- flutter 3 (VERSION)
- flutter 3.x (VERSION)
- flutter3 (VERSION)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Framework
- Sub-category
- Ui Framework
- Vendor
- License
- bsd
- Year introduced
- 2015
- Confidence
- 0.99
- Version strategy
- SEPARATE_ENTITY
- Version tag
- 3.x
Maturity reasoning: Flutter appears in many mobile/full-stack job postings and is a common cross-platform UI framework; Google continues active releases and ecosystem growth, indicating broad adoption rather than niche use.
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)
-
Flutter UI Framework Catalog dimension db id 312
Library dimension (catalog)
Roles linked in library: Flutter Developer
-
UI Frameworks and Rendering Catalog dimension db id 115
Library dimension (catalog)
Roles linked in library: Frontend Developer, Fullstack Developer, Fullstack Developer, Hybrid Mobile Developer, Ionic Developer, Web Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Flutter UI Framework
flutter-ui-framework
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
UI Frameworks and Rendering
ui-frameworks-and-rendering
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
Aliases — catalog
- Dart (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Language
- Sub-category
- Programming Language
- Vendor
- Dart Team
- License
- bsd
- Year introduced
- 2011
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Dart is widely used in Flutter mobile/web jobs and appears regularly in JDs; Google continues active support and ecosystem growth, indicating broad hiring demand rather than niche use.
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)
-
Cross-Platform App Languages Catalog dimension db id 167
Library dimension (catalog)
Roles linked in library: Hybrid Mobile Developer
-
Dart Programming Catalog dimension db id 311
Library dimension (catalog)
Roles linked in library: Flutter Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Cross-Platform App Languages
cross-platform-app-languages
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
|
Dart Programming
dart-programming
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- Android (CANONICAL)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Platform
- Sub-category
- Mobile Platform
- Vendor
- License
- apache_2
- Year introduced
- 2008
- Confidence
- 0.95
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Android appears in large volumes of mobile job postings and remains a standard platform in hiring pipelines; Google continues active platform releases and OEM ecosystem support, indicating broad adoption.
Skill profile (library / DB)
- Skill nature
- PLATFORM
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 9
- Sub-category id
- 1201
- 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) |
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) |
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
- Provider (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Framework
- Sub-category
- State Management Framework
- Vendor
- null
- License
- unknown
- Confidence
- 0.88
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Provider is a Flutter state-management pattern/framework seen in some Dart/Flutter JDs, but far less often than Riverpod/BLoC; market listings and community docs show it as a common starter choice, not a broad hiring staple.
Skill profile (library / DB)
- Skill nature
- FRAMEWORK
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 5
- Sub-category id
- 2090
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
State Management Patterns Catalog dimension db id 116
Library dimension (catalog)
Roles linked in library: Angular Frontend Developer, Flutter Developer, Frontend Developer, Ionic Developer, React Frontend Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
State Management Patterns
state-management-patterns
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- Bloc (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Framework
- Sub-category
- State Management Framework
- Vendor
- Felix Angelov
- License
- mit
- Year introduced
- 2018
- Confidence
- 0.90
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Bloc is widely listed in Flutter job descriptions and has strong GitHub/community adoption as a standard state-management choice alongside Provider/Riverpod.
Skill profile (library / DB)
- Skill nature
- FRAMEWORK
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 5
- Sub-category id
- 2090
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Screen Navigation and State Catalog dimension db id 83
Library dimension (catalog)
Roles linked in library: Android Developer, Flutter Developer, Fullstack Developer, Fullstack Developer, Hybrid Mobile Developer, Ionic Developer, Native Mobile Developer, React Native Developer, iOS Developer
-
State Management Patterns Catalog dimension db id 116
Library dimension (catalog)
Roles linked in library: Angular Frontend Developer, Flutter Developer, Frontend Developer, Ionic Developer, React Frontend Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Screen Navigation and State
screen-navigation-and-state
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
|
State Management Patterns
state-management-patterns
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- SQLite (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Datastore
- Sub-category
- Embedded Relational Datastore
- Vendor
- SQLite Consortium
- License
- other_open
- Year introduced
- 2000
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: SQLite appears in many job descriptions for mobile, embedded, and local-first apps; it’s a standard embedded relational datastore with strong GitHub usage and no vendor sunset or replacement trend.
Skill profile (library / DB)
- Skill nature
- TOOL
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 3
- Sub-category id
- 2714
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Local Persistence and Offline Behavior Catalog dimension db id 85
Library dimension (catalog)
Roles linked in library: Android Developer, Flutter Developer, Hybrid Mobile Developer, Native Mobile Developer, React Native Developer, iOS Developer
-
Offline Storage and Sync Catalog dimension db id 378
Library dimension (catalog)
Roles linked in library: Ionic Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Local Persistence and Offline Behavior
local-persistence-and-offline-behavior
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
|
Offline Storage and Sync
offline-storage-and-sync
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- Firebase (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Platform
- Sub-category
- Backend Platform
- Vendor
- License
- proprietary
- Year introduced
- 2011
- Confidence
- 0.98
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Firebase appears frequently in mobile/web job postings and Google continues active product support; it remains a common BaaS choice alongside AWS Amplify and Supabase, not a sunset technology.
Skill profile (library / DB)
- Skill nature
- PLATFORM
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 9
- Sub-category id
- 1865
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Cloud Platforms & Managed Services Catalog dimension db id 221
Library dimension (catalog)
Roles linked in library: Fullstack Developer, Go Backend Developer, Node.js Backend Developer
-
Vendor Product Ecosystems Catalog dimension db id 385
Library dimension (catalog)
Roles linked in library: Ionic Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Cloud Platforms & Managed Services
cloud-platforms-managed-services
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Vendor Product Ecosystems
vendor-product-ecosystems
|
✓ | — | 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
- Concepts
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Concepts
- 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
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
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 |
|---|---|---|---|---|---|---|
| Flutter | in_db |
Flutter UI Framework
flutter-ui-framework
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Flutter | in_db |
UI Frameworks and Rendering
ui-frameworks-and-rendering
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| Dart | in_db |
Cross-Platform App Languages
cross-platform-app-languages
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| Dart | in_db |
Dart Programming
dart-programming
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Android | in_db |
React Frontend Development
d_init_01
|
✓ | — | 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) | |
| Provider | in_db |
State Management Patterns
state-management-patterns
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Bloc | in_db |
Screen Navigation and State
screen-navigation-and-state
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| Bloc | in_db |
State Management Patterns
state-management-patterns
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| SQLite | in_db |
Local Persistence and Offline Behavior
local-persistence-and-offline-behavior
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| SQLite | in_db |
Offline Storage and Sync
offline-storage-and-sync
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Firebase | in_db |
Cloud Platforms & Managed Services
cloud-platforms-managed-services
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Firebase | in_db |
Vendor Product Ecosystems
vendor-product-ecosystems
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | Mobile App Architecture | type=Concepts subtype=general nature=CONCEPT lifespan=EVERGREEN | |
| canonical_skill_proposed | Mobile App Lifecycle | type=Concepts subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Third-party Libraries | type=Development Tools subtype=general nature=TOOL lifespan=MULTI_YEAR |
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": "digivantics",
"ctc": {
"currency": "INR",
"max": 10,
"min": 8,
"period": "annual",
"raw": "8 - 10 LPA"
},
"domain": {
"primary": {
"aliases": [],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [],
"experience": {
"max": 6,
"min": 2,
"raw": "2\u20136 years"
},
"job_locations": [
{
"aliases": [
"Bengaluru"
],
"city": "Bangalore",
"country": "India",
"state": "Karnataka",
"work_mode": "null"
}
],
"role": "Flutter Developer",
"role_aliases": [
"Mobile Developer",
"Flutter Engineer",
"Dart Developer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 6,
"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Design \u0026 Develop: Build intuitive,",
"last_5_words": "best practices into app development."
},
"text": "\u2022 Design \u0026 Develop: Build intuitive, scalable, and performance-driven mobile applications using Flutter for both Android and iOS platforms.\n\u2022 Collaborate: Work closely with UI/UX designers, backend developers, and stakeholders to bring the app\u0027s vision to life.\n\u2022 Optimize \u0026 Debug: Ensure applications run smoothly, quickly resolving issues and optimizing for performance.\n\u2022 Integrate APIs: Connect the app with backend systems to fetch and display real-time data.\n\u2022 Test \u0026 Maintain: Regularly test apps for stability, fix bugs, and update features to meet evolving requirements.\n\u2022 Stay Updated: Keep up with Flutter advancements and integrate the latest best practices into app development.",
"word_count": 83
},
{
"bullet_count": 11,
"heading": "Requirements",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Technical Skills:\n\u2022 Proficiency in Dart",
"last_5_words": "and teamwork abilities."
},
"text": "\u2022 Technical Skills:\n\u2022 Proficiency in Dart programming language and Flutter framework.\n\u2022 Strong understanding of mobile app architecture and lifecycle.\n\u2022 Experience in third-party libraries, RESTful APIs, and state management solutions like Provider or Bloc.\n\u2022 Familiarity with tools like Firebase, SQLite, or other backend services.\n\u2022 Experience:\n\u2022 2\u20136 years of hands-on Flutter development experience.\n\u2022 Successfully deployed apps on Play Store and/or App Store.\n\u2022 Soft Skills:\n\u2022 Ability to adapt and deliver in a fast-paced environment.\n\u2022 Excellent problem-solving skills and attention to detail.\n\u2022 Strong communication and teamwork abilities.",
"word_count": 118
},
{
"bullet_count": 6,
"heading": "Roles \u0026 Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Create Awesome Apps: The Flutter",
"last_5_words": "stand out from competitors."
},
"text": "\u2022 Create Awesome Apps: The Flutter developer will make beautiful, easy-to-use apps that work on both Android and iOS.\n\u2022 Teamwork: They will work with designers (for how the app looks) and backend developers (who handle the app\u0027s data).\n\u2022 Fix Problems: If a part of the app breaks or runs slow, they\u0027ll figure out what\u0027s wrong and fix it.\n\u2022 Add Cool Features: For example, adding a \"Top Deals\" section to help travelers find great discounts.\n\u2022 Keep Things Running Smoothly: Test the app regularly to make sure it doesn\u2019t crash, and update it when new tech or customer needs arise.\n\u2022 Bring Fresh Ideas: Suggest creative solutions to improve the app and make it stand out from competitors.",
"word_count": 114
},
{
"bullet_count": 0,
"heading": "Skills",
"heading_was_present": true,
"source_marker": {
"first_5_words": "problem solving, flutter, mobile app",
"last_5_words": "state management solutions, android"
},
"text": "problem solving, flutter, mobile app architecture, provider, ios, state management (provider, bloc), sqlite, mobile app lifecycle, app, bloc, third-party libraries, dart, firebase, restful apis, state management solutions, android",
"word_count": 27
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "Flutter"
},
{
"is_primary": true,
"skill_name": "Dart"
},
{
"is_primary": true,
"skill_name": "Android"
},
{
"is_primary": true,
"skill_name": "iOS"
},
{
"is_primary": true,
"skill_name": "REST"
},
{
"is_primary": true,
"skill_name": "Provider"
},
{
"is_primary": true,
"skill_name": "Bloc"
},
{
"is_primary": true,
"skill_name": "SQLite"
},
{
"is_primary": true,
"skill_name": "Firebase"
},
{
"is_primary": false,
"skill_name": "Mobile App Architecture"
},
{
"is_primary": false,
"skill_name": "Mobile App Lifecycle"
},
{
"is_primary": false,
"skill_name": "Third-party Libraries"
}
],
"jd_role": {
"display_name": "Flutter Developer",
"rationale": null,
"role_aliases": [
"Mobile Developer",
"Flutter Engineer",
"Dart Developer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": "digivantics",
"ctc": {
"currency": "INR",
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},
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}
]
},
{
"dimension": {
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},
{
"display_name": "Sitecore Dev",
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}
],
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},
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{
"display_name": "Android Developer",
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{
"display_name": "Flutter Developer",
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},
{
"display_name": "iOS Developer",
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}
]
},
{
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"display_name": "Flutter Developer",
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}
]
}
],
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},
{
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{
"alias_text": "SQLite",
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}
],
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{
"dimension": {
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"slug": "local-persistence-and-offline-behavior",
"source": "db"
},
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{
"display_name": "Flutter Developer",
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{
"display_name": "Hybrid Mobile Developer",
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},
{
"display_name": "Native Mobile Developer",
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},
{
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{
"display_name": "iOS Developer",
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}
]
},
{
"dimension": {
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"rationale": "On-device storage and synchronization patterns used to keep Ionic apps usable when connectivity is limited. This cluster covers caching, queued writes, and restoring client state after reconnecting.",
"slug": "offline-storage-and-sync",
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},
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]
}
],
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},
{
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{
"alias_text": "Firebase",
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}
],
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},
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{
"dimension": {
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},
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{
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},
{
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}
]
},
{
"dimension": {
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"rationale": "Leverages vendor-specific product families to build, deploy, and integrate cross-platform mobile applications.",
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},
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}
]
}
],
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},
{
"aliases_in_db": [],
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"input_skill": "Mobile App Architecture",
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"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Concepts",
"skill_nature": "CONCEPT",
"sub_category": "general",
"typical_lifespan": "EVERGREEN",
"version_strategy": "UNVERSIONED",
"volatility": "STABLE"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "mobile-app-architecture",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
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},
{
"aliases_in_db": [],
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"dimensions": [],
"input_skill": "Mobile App Lifecycle",
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"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Concepts",
"skill_nature": "CONCEPT",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
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"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "mobile-app-lifecycle",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
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"dimensions": [],
"input_skill": "Third-party Libraries",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Development Tools",
"skill_nature": "TOOL",
"sub_category": "general",
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},
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"keep_log": [],
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"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"Mobile App Architecture",
"Mobile App Lifecycle",
"Third-party Libraries"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Hybrid Mobile Developer",
"id": 11,
"rationale": "Multi-alias tie (4 roles at 1.0) resolved by TIER_A_KRA: Flutter Developer",
"role_archetype": null,
"slug": "hybrid-mobile-developer",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "Flutter",
"tag": "in_db"
},
{
"skill": "Dart",
"tag": "in_db"
},
{
"skill": "Android",
"tag": "in_db"
},
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