Pipeline run
e8293a59-6ef2-4b2d-8572-94875559f410
Pipeline LLM cost (USD)
API 1: $0.0031
API 2: $0.0000
API 3: $0.0000
Total: $0.0031
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
· Client-side state and data flow
Build and maintain Angular 12+ apps: code, test, debug, document, review code, and fix defects while using RxJS, NgRx, SCSS, and Angular Material; also integrate E-stamp/digital document/Nesl APIs and work independently.
"Strong experience in Angular, RXJS, NgRx, and SCSS."
Tech stack maturity
Mainstream Modern
Angular, Angular Material, NgRx, RxJS, and SCSS are widely used contemporary frontend technologies typical of a mainstream modern web stack.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.00 / 5
· Title match
· Has AI skill
· AI skill (primary)
· AI skill (secondary)
· On AI team
· Builds AI products
vocab breakdown (legacy)
Assistants (×1):
—
Frameworks (×2):
—
Models / concepts (×3):
—
Evidence — skills matched in JD (6)
Angular
SCSS
RxJS
NgRx
Angular Material
API
Skill cluster (5 dimension groups, role-scoped)
State Management Patterns
RxJS
NgRx
API Integration and Data Fetching
API
CSS Architecture and Styling
SCSS
UI Frameworks and Rendering
Angular
Cross-cutting / unaligned
Angular Material
Show KRA description ↓
• Develop and maintain sofware applications using Angular Technologies
• Design, Code, test, debug, and document software solutions
• Work indepently with minimal supervision
• Troubleshoot and resolve sofware defects and issues
• Implement best practices for software developmentand ensure code quality
• Participate in code reviews to provide feedback and improve overall codebase
• stay up-to-date with emerging technologies and industry trends.
• Proven experience in software development
• Strong experience in Angular, RXJS, NgRx, and SCSS.
• Strong experience in Angular material
• Angular 12 and above experience
• Strong knowledge of software development principles and methodologies.
• Excellent problem - Solving and analytical skills
• strong communication and collaboration abilities
• Ability to work independently as well as in a team environment.
• Exposure to E-stamp, Digital documents and Nesl API intergration.
Signals
Skill
angular-frontend-developer
1.00
Alias
angular-frontend-developer
1.00
KRA
react-native-developer
0.61
Status:
completed
Created: 2026-05-27T14:36:52.850361Z
Updated: 2026-06-12T17:31:28.378819Z
API 3 duration: 33203 ms
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
Frontend Developer
→Angular Frontend Developer
sub-role · 0.95 CASE Aslug: frontend-engineer · id: 7 · source: db · sub-role slug: angular-frontend-developer
Multi-alias tie (3 roles at 1.0) resolved by TIER_A_KRA: Angular Frontend Developer
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
0
New skills
0
Skill↔dim saved
0
Role↔dim saved
0
Skipped
Job description
Job Description for Angular and SCSS Developer: KloudPortal Technology Solutions Private limited offers a range of software solutions to clients worldwide. We take pride in creating solutions that are scalable, optimal and effective. Our team of 60+ engineers is diverse and welcoming. About the position: This job posting is for Angular and SCSS Developer for a Mid to Senior level position at client end. The position is for Work from Office option in Hyderabad location and we would prefer candidates who are flexible to work . Required Responsibilities :- • Develop and maintain sofware applications using Angular Technologies • Design, Code, test, debug, and document software solutions • Work indepently with minimal supervision • Troubleshoot and resolve sofware defects and issues • Implement best practices for software developmentand ensure code quality • Participate in code reviews to provide feedback and improve overall codebase • stay up-to-date with emerging technologies and industry trends. Required Qualifications: • Bachelor's degree in computer science or related field • Proven experience in software development • Strong experience in Angular, RXJS, NgRx, and SCSS. • Strong experience in Angular material • Angular 12 and above experience • Strong knowledge of software development principles and methodologies. • Excellent problem - Solving and analytical skills • strong communication and collaboration abilities • Ability to work independently as well as in a team environment. • Exposure to E-stamp, Digital documents and Nesl API intergration. If you feel you are the right person for this position please CLICK APPLY
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Angular
Primary
Library skill
API 3: existing canonical (in_db)
Existing skill (matched library)
Canonical: Angular
id=612
· angular
Aliases — catalog
- Angular (CANONICAL) primary
- Angular 1 (VERSION)
- Angular 1.x (VERSION)
- Angular 10 (VERSION)
- Angular 11 (VERSION)
- Angular 12 (VERSION)
- Angular 13 (VERSION)
- Angular 14 (VERSION)
- Angular 15 (VERSION)
- Angular 16 (VERSION)
- Angular 17 (VERSION)
- Angular 2 (VERSION)
- Angular 2+ (VERSION)
- Angular 4 (VERSION)
- Angular 5 (VERSION)
- Angular 6 (VERSION)
- Angular 7 (VERSION)
- Angular 8 (VERSION)
- Angular 9 (VERSION)
- AngularJS (VERSION)
- angular 1 (VERSION)
- angular 1.x (VERSION)
- angular 10 (VERSION)
- angular 11 (VERSION)
- angular 12 (VERSION)
- angular 13 (VERSION)
- angular 14 (VERSION)
- angular 15 (VERSION)
- angular 16 (VERSION)
- angular 17 (VERSION)
- angular 18 (VERSION)
- angular 19 (VERSION)
- angular 2 (VERSION)
- angular 2+ (VERSION)
- angular 2.x (VERSION)
- angular 3 (VERSION)
- angular 4 (VERSION)
- angular 5 (VERSION)
- angular 6 (VERSION)
- angular 7 (VERSION)
- angular 8 (VERSION)
- angular 9 (VERSION)
- angular17 (VERSION)
- angular2 (VERSION)
- angularjs (VERSION)
- angularjs 1.x (VERSION)
- ng (VERSION)
- ng1 (VERSION)
- ng2 (VERSION)
Context tags (catalog)
AOT
Angular CLI
Angular Material
Component
Dependency Injection
Directive
NgRx
Observable
Observables
PWA
RESTful services
Reactive Forms
Routing
RxJS
Service
Single Page Application
TypeScript
Unit Testing
component-based
components
dependency injection
directives
lazy loading
modules
observables
pipes
responsive design
routing
services
single-page application
single-page applications
templates
two-way data binding
unit testing
Stored enrichment (catalog DB)
- Category
- Framework
- Sub-category
- Frontend Framework
- Vendor
- License
- mit
- Year introduced
- 2010
- Confidence
- 0.98
- Version strategy
- SEPARATE_ENTITY
- Version tag
- 2+
Maturity reasoning: Angular remains widely listed in frontend job descriptions and enterprise stacks; Google continues maintaining Angular, and it is a common hiring-pipeline skill alongside React/Vue rather than a sunset technology.
Skill profile (library / DB)
- Skill nature
- FRAMEWORK
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 5
- Sub-category id
- 1072
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Angular Component Model and Templates Catalog dimension db id 303
Library dimension (catalog)
Roles linked in library: Angular Frontend Developer
-
Application Frameworks & Libraries Catalog dimension db id 451
Library dimension (catalog)
Roles linked in library: Sitecore Dev
-
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 |
|---|---|---|---|
|
Angular Component Model and Templates
angular-component-model-and-templates
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Application Frameworks & Libraries
application-frameworks-libraries
|
✓ | — | 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 |
SCSS
Primary
Library skill
API 3: existing canonical (in_db)
Existing skill (matched library)
Canonical: SCSS
id=2661
· scss
Aliases — catalog
- SCSS (CANONICAL) primary
Context tags (catalog)
@extend
@import
BEM
CSS preprocessors
Sass
compilation
functions
inheritance
media queries
mixins
modular CSS
modular styles
nesting
responsive design
style guides
stylesheets
theming
variables
Stored enrichment (catalog DB)
- Category
- Language
- Sub-category
- Stylesheet Language
- Vendor
- Hasslein Studios
- License
- mit
- Year introduced
- 2010
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: SCSS is widely listed in front-end job descriptions and remains a common Sass syntax in production stacks; it’s not sunset and is still supported by the Sass ecosystem.
Skill profile (library / DB)
- Skill nature
- LANGUAGE
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 6
- Sub-category id
- 486
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
CSS Architecture and Styling Catalog dimension db id 117
Library dimension (catalog)
Roles linked in library: Frontend Developer, Fullstack Developer, Fullstack Developer, React Frontend Developer, Svelte Frontend Developer, Vue Frontend Developer, Web Developer
-
Styling and Responsive Layout Catalog dimension db id 307
Library dimension (catalog)
Roles linked in library: Angular Frontend Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
CSS Architecture and Styling
css-architecture-and-styling
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
|
Styling and Responsive Layout
styling-and-responsive-layout
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
RxJS
Primary
Library skill
API 3: existing canonical (in_db)
Existing skill (matched library)
Canonical: RxJS
id=2635
· rxjs
Aliases — catalog
- RxJS (CANONICAL) primary
Context tags (catalog)
Angular
Async programming
Backpressure
Debounce
Error handling
Event handling
Event streams
Functional programming
Higher-order Observables
Hot vs Cold
Marble diagrams
Marble testing
Observables
Operators
ReactiveX
Redux-Observable
RxJS 6
Schedulers
Stream processing
Subjects
Subscription
Throttle
Stored enrichment (catalog DB)
- Category
- Library
- Sub-category
- Reactive Programming Library
- Vendor
- Microsoft
- License
- mit
- Year introduced
- 2015
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: RxJS appears in many Angular/TypeScript job descriptions and remains a standard reactive library in frontend stacks; no vendor sunset or clear replacement has displaced it.
Skill profile (library / DB)
- Skill nature
- LIBRARY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 7
- Sub-category id
- 2013
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
RxJS and Reactive Programming Catalog dimension db id 306
Library dimension (catalog)
Roles linked in library: Angular Frontend 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 |
|---|---|---|---|
|
RxJS and Reactive Programming
rxjs-and-reactive-programming
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
State Management Patterns
state-management-patterns
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
NgRx
Primary
Library skill
API 3: existing canonical (in_db)
Existing skill (matched library)
Canonical: NgRx
id=2634
· ngrx
Aliases — catalog
- NgRx (CANONICAL) primary
- ngrx 17 (VERSION)
- ngrx v17 (VERSION)
- ngrx17 (VERSION)
- ngrx@17 (VERSION)
Context tags (catalog)
Actions
Angular
DevTools
Effects
Entity State
Immutable State
NgRx Component Store
NgRx Effects
NgRx Router Store
NgRx Schematics
NgRx Store
Redux
RxJS
Selectors
State Management
Store
actions
effects
entity state
immutable state
observables
reducers
selectors
state management
store
Stored enrichment (catalog DB)
- Category
- Library
- Sub-category
- State Management Library
- Vendor
- NgRx Team
- License
- mit
- Year introduced
- 2016
- Confidence
- 0.96
- Version strategy
- SEPARATE_ENTITY
- Version tag
- 17
Maturity reasoning: NgRx appears in many Angular job descriptions and is a common enterprise state-management choice; its GitHub ecosystem remains active, indicating broad adoption rather than niche use.
Skill profile (library / DB)
- Skill nature
- LIBRARY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 7
- Sub-category id
- 490
- 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 saved |
Angular Material
Primary
Library skill
API 3: existing canonical (in_db)
Existing skill (matched library)
Canonical: Angular Material
id=2667
· angular-material
Aliases — catalog
- Angular Material (CANONICAL) primary
Context tags (catalog)
Angular
CDK
Material Design
UI components
data tables
dialog
flex layout
form controls
grid list
iconography
navigation
progress spinner
responsive layout
theming
tooltips
Stored enrichment (catalog DB)
- Category
- Framework
- Sub-category
- Ui Component Framework
- Vendor
- License
- apache_2
- Year introduced
- 2014
- Confidence
- 0.90
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Commonly listed in Angular front-end job descriptions and widely used in enterprise apps; Angular’s official Material component library remains actively maintained, with no vendor sunset signal.
Skill profile (library / DB)
- Skill nature
- FRAMEWORK
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 5
- Sub-category id
- 340
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Angular Material and UI Kits Catalog dimension db id 308
Library dimension (catalog)
Roles linked in library: Angular Frontend Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Angular Material and UI Kits
angular-material-and-ui-kits
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
API
Secondary
Library skill
API 3: existing canonical (in_db)
Existing skill (matched library)
Canonical: API
id=1568
· api
Aliases — catalog
- API (CANONICAL)
Context tags (catalog)
API gateway
GraphQL
JSON
OAuth
REST
SDK
SOAP
XML
authentication
endpoint
microservices
rate limiting
throttling
versioning
webhooks
Stored enrichment (catalog DB)
- Category
- Concept
- Sub-category
- Application Programming Interface
- Confidence
- 0.93
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: APIs are a core requirement in most software engineering JDs and underpin common integrations across cloud, mobile, and web stacks; major vendors like AWS, Stripe, and Google Cloud center products on API-first usage.
Skill profile (library / DB)
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 2
- Sub-category id
- 1174
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
API Integration and Data Fetching Catalog dimension db id 127
Library dimension (catalog)
Roles linked in library: Angular Frontend Developer, Frontend Developer, Fullstack Developer, React Frontend Developer, Svelte Frontend Developer, Vue Frontend Developer, Web Developer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
API Integration and Data Fetching
api-integration-and-data-fetching
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
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 |
|---|---|---|---|---|---|---|
| Angular | in_db |
Angular Component Model and Templates
angular-component-model-and-templates
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Angular | in_db |
Application Frameworks & Libraries
application-frameworks-libraries
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Angular | in_db |
UI Frameworks and Rendering
ui-frameworks-and-rendering
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| SCSS | in_db |
CSS Architecture and Styling
css-architecture-and-styling
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| SCSS | in_db |
Styling and Responsive Layout
styling-and-responsive-layout
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| RxJS | in_db |
RxJS and Reactive Programming
rxjs-and-reactive-programming
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| RxJS | in_db |
State Management Patterns
state-management-patterns
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| NgRx | in_db |
State Management Patterns
state-management-patterns
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| Angular Material | in_db |
Angular Material and UI Kits
angular-material-and-ui-kits
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| API | in_db |
API Integration and Data Fetching
api-integration-and-data-fetching
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
Library artifacts (this run)
No artifact rows for this run.
nano JD Parser — gpt-4.1-nano click to toggle
RoleAngular and SCSS Developer
CompanyKloudPortal Technology Solutions Private limited
ExperienceProven experience in software development
DomainIT Services & Consulting
Location
Hyderabad, India
(onsite)
JD type
pass
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "KloudPortal Technology Solutions Private",
"last_5_words": "diverse and welcoming."
},
"text": "KloudPortal Technology Solutions Private limited offers a range of software solutions to clients worldwide. We take pride in creating solutions that are scalable, optimal and effective. Our team of 60+ engineers is diverse and welcoming.",
"word_count": 36
},
"certifications": [],
"company_name": "KloudPortal Technology Solutions Private limited",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC - Computer Science (or related)",
"raw": "Bachelor\u0027s degree in computer science or related field",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": null,
"raw": "Proven experience in software development"
},
"job_locations": [
{
"aliases": [
"Hyderabad, AP"
],
"city": "Hyderabad",
"country": "India",
"state": null,
"work_mode": "onsite"
}
],
"role": "Angular and SCSS Developer",
"role_aliases": [
"Angular Developer",
"Frontend Developer",
"Software Engineer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 7,
"heading": "Required Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Develop and maintain sofware",
"last_5_words": "emerging technologies and industry trends."
},
"text": "\u2022 Develop and maintain sofware applications using Angular Technologies\n\u2022 Design, Code, test, debug, and document software solutions\n\u2022 Work indepently with minimal supervision\n\u2022 Troubleshoot and resolve sofware defects and issues\n\u2022 Implement best practices for software developmentand ensure code quality\n\u2022 Participate in code reviews to provide feedback and improve overall codebase\n\u2022 stay up-to-date with emerging technologies and industry trends.",
"word_count": 66
},
{
"bullet_count": 9,
"heading": "Required Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Proven experience in software",
"last_5_words": "and Nesl API intergration."
},
"text": "\u2022 Proven experience in software development\n\u2022 Strong experience in Angular, RXJS, NgRx, and SCSS.\n\u2022 Strong experience in Angular material\n\u2022 Angular 12 and above experience\n\u2022 Strong knowledge of software development principles and methodologies.\n\u2022 Excellent problem - Solving and analytical skills\n\u2022 strong communication and collaboration abilities\n\u2022 Ability to work independently as well as in a team environment.\n\u2022 Exposure to E-stamp, Digital documents and Nesl API intergration.",
"word_count": 85
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "Angular"
},
{
"is_primary": true,
"skill_name": "SCSS"
},
{
"is_primary": true,
"skill_name": "RxJS"
},
{
"is_primary": true,
"skill_name": "NgRx"
},
{
"is_primary": true,
"skill_name": "Angular Material"
},
{
"is_primary": false,
"skill_name": "API"
}
],
"jd_role": {
"display_name": "Angular and SCSS Developer",
"rationale": null,
"role_aliases": [
"Angular Developer",
"Frontend Developer",
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],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "KloudPortal Technology Solutions Private",
"last_5_words": "diverse and welcoming."
},
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"certifications": [],
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{
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"work_mode": "onsite"
}
],
"role": "Angular and SCSS Developer",
"role_aliases": [
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],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 7,
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"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Develop and maintain sofware",
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},
"text": "\u2022 Develop and maintain sofware applications using Angular Technologies\n\u2022 Design, Code, test, debug, and document software solutions\n\u2022 Work indepently with minimal supervision\n\u2022 Troubleshoot and resolve sofware defects and issues\n\u2022 Implement best practices for software developmentand ensure code quality\n\u2022 Participate in code reviews to provide feedback and improve overall codebase\n\u2022 stay up-to-date with emerging technologies and industry trends.",
"word_count": 66
},
{
"bullet_count": 9,
"heading": "Required Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Proven experience in software",
"last_5_words": "and Nesl API intergration."
},
"text": "\u2022 Proven experience in software development\n\u2022 Strong experience in Angular, RXJS, NgRx, and SCSS.\n\u2022 Strong experience in Angular material\n\u2022 Angular 12 and above experience\n\u2022 Strong knowledge of software development principles and methodologies.\n\u2022 Excellent problem - Solving and analytical skills\n\u2022 strong communication and collaboration abilities\n\u2022 Ability to work independently as well as in a team environment.\n\u2022 Exposure to E-stamp, Digital documents and Nesl API intergration.",
"word_count": 85
}
],
"urls": []
},
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API 2 — extract-details
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"source": "db"
}
]
}
],
"input_skill": "Angular Material",
"matched_via": "alias",
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": null,
"source_tag": "db",
"was_in_llm_skills": true
},
{
"aliases_in_db": [
{
"alias_text": "API",
"alias_type": "CANONICAL",
"id": 2514,
"is_primary": false,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
"category_id": 2,
"display_name": "API",
"id": 1568,
"is_also_category": false,
"is_extractable": true,
"skill_nature": "CONCEPT",
"slug": "api",
"sub_category_id": 1174,
"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
"dimensions": [
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "API Integration and Data Fetching",
"id": 127,
"rationale": "Client-side integration with backend endpoints and third-party services, including request shaping, response handling, and synchronization with UI state. This is central to frontend work because most screens depend on remote data.",
"slug": "api-integration-and-data-fetching",
"source": "db"
},
"input_skill": "API",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
"slug": "angular-frontend-developer",
"source": "db"
},
{
"display_name": "Frontend Developer",
"id": 7,
"rationale": null,
"role_archetype": null,
"slug": "frontend-engineer",
"source": "db"
},
{
"display_name": "Fullstack Developer",
"id": 15,
"rationale": null,
"role_archetype": null,
"slug": "full-stack-engineer",
"source": "db"
},
{
"display_name": "React Frontend Developer",
"id": 89,
"rationale": null,
"role_archetype": "Engineering",
"slug": "react-frontend-developer",
"source": "db"
},
{
"display_name": "Svelte Frontend Developer",
"id": 92,
"rationale": null,
"role_archetype": "Engineering",
"slug": "svelte-frontend-developer",
"source": "db"
},
{
"display_name": "Vue Frontend Developer",
"id": 91,
"rationale": null,
"role_archetype": "Engineering",
"slug": "vue-frontend-developer",
"source": "db"
},
{
"display_name": "Web Developer",
"id": 25,
"rationale": null,
"role_archetype": null,
"slug": "web-developer",
"source": "db"
}
]
}
],
"input_skill": "API",
"matched_via": "alias",
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": null,
"source_tag": "db",
"was_in_llm_skills": true
}
],
"unmatched_skills": []
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Frontend Developer",
"id": 7,
"rationale": "Multi-alias tie (3 roles at 1.0) resolved by TIER_A_KRA: Angular Frontend Developer",
"role_archetype": null,
"slug": "frontend-engineer",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "Angular",
"tag": "in_db"
},
{
"skill": "SCSS",
"tag": "in_db"
},
{
"skill": "RxJS",
"tag": "in_db"
},
{
"skill": "NgRx",
"tag": "in_db"
},
{
"skill": "Angular Material",
"tag": "in_db"
},
{
"skill": "API",
"tag": "in_db"
}
],
"llm_cost_api1_usd": null,
"llm_cost_api2_usd": null,
"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
"items": [
{
"chosen_role_id": 7,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Angular Component Model and Templates",
"id": 303,
"rationale": "Core Angular framework surface for building reusable UI, composing views, and wiring component behavior. This is the main application substrate for browser features in this role.",
"slug": "angular-component-model-and-templates",
"source": "db"
},
"dimension_id": 303,
"input_skill": "Angular",
"llm_role": null,
"matched_chosen_role": false,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
"role_dimension_saved": false,
"roles_from_db": [
{
"display_name": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
"slug": "angular-frontend-developer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 612,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 7,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Application Frameworks \u0026 Libraries",
"id": 451,
"rationale": "Covers the primary software frameworks and libraries often used alongside Sitecore for building and enhancing site experiences.",
"slug": "application-frameworks-libraries",
"source": "db"
},
"dimension_id": 451,
"input_skill": "Angular",
"llm_role": null,
"matched_chosen_role": false,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
"role_dimension_saved": false,
"roles_from_db": [
{
"display_name": "Sitecore Dev",
"id": 233,
"rationale": null,
"role_archetype": "Engineering",
"slug": "sitecore-dev",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 612,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 7,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "UI Frameworks and Rendering",
"id": 115,
"rationale": "Component frameworks and rendering models used to build browser screens, reusable UI, and interactive client flows. This is a core cluster because frontend engineers spend much of their time composing and updating view hierarchies.",
"slug": "ui-frameworks-and-rendering",
"source": "db"
},
"dimension_id": 115,
"input_skill": "Angular",
"llm_role": null,
"matched_chosen_role": true,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension saved",
"role_dimension_saved": true,
"roles_from_db": [
{
"display_name": "Frontend Developer",
"id": 7,
"rationale": null,
"role_archetype": null,
"slug": "frontend-engineer",
"source": "db"
},
{
"display_name": "Fullstack Developer",
"id": 435,
"rationale": null,
"role_archetype": "Engineering",
"slug": "fullstack-developer",
"source": "db"
},
{
"display_name": "Fullstack Developer",
"id": 15,
"rationale": null,
"role_archetype": null,
"slug": "full-stack-engineer",
"source": "db"
},
{
"display_name": "Hybrid Mobile Developer",
"id": 11,
"rationale": null,
"role_archetype": null,
"slug": "hybrid-mobile-developer",
"source": "db"
},
{
"display_name": "Ionic Developer",
"id": 434,
"rationale": null,
"role_archetype": null,
"slug": "ionic-developer",
"source": "db"
},
{
"display_name": "Web Developer",
"id": 25,
"rationale": null,
"role_archetype": null,
"slug": "web-developer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 612,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 7,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "CSS Architecture and Styling",
"id": 117,
"rationale": "Styling systems and layout techniques used to create responsive, maintainable visual presentation in the browser. Frontend engineers need this to translate design intent into consistent interfaces.",
"slug": "css-architecture-and-styling",
"source": "db"
},
"dimension_id": 117,
"input_skill": "SCSS",
"llm_role": null,
"matched_chosen_role": true,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension saved",
"role_dimension_saved": true,
"roles_from_db": [
{
"display_name": "Frontend Developer",
"id": 7,
"rationale": null,
"role_archetype": null,
"slug": "frontend-engineer",
"source": "db"
},
{
"display_name": "Fullstack Developer",
"id": 435,
"rationale": null,
"role_archetype": "Engineering",
"slug": "fullstack-developer",
"source": "db"
},
{
"display_name": "Fullstack Developer",
"id": 15,
"rationale": null,
"role_archetype": null,
"slug": "full-stack-engineer",
"source": "db"
},
{
"display_name": "React Frontend Developer",
"id": 89,
"rationale": null,
"role_archetype": "Engineering",
"slug": "react-frontend-developer",
"source": "db"
},
{
"display_name": "Svelte Frontend Developer",
"id": 92,
"rationale": null,
"role_archetype": "Engineering",
"slug": "svelte-frontend-developer",
"source": "db"
},
{
"display_name": "Vue Frontend Developer",
"id": 91,
"rationale": null,
"role_archetype": "Engineering",
"slug": "vue-frontend-developer",
"source": "db"
},
{
"display_name": "Web Developer",
"id": 25,
"rationale": null,
"role_archetype": null,
"slug": "web-developer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 2661,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 7,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Styling and Responsive Layout",
"id": 307,
"rationale": "Visual presentation techniques used to translate design requirements into usable Angular interfaces. This includes layout, theming, spacing, and responsive behavior across screen sizes.",
"slug": "styling-and-responsive-layout",
"source": "db"
},
"dimension_id": 307,
"input_skill": "SCSS",
"llm_role": null,
"matched_chosen_role": false,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
"role_dimension_saved": false,
"roles_from_db": [
{
"display_name": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
"slug": "angular-frontend-developer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 2661,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 7,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "RxJS and Reactive Programming",
"id": 306,
"rationale": "Reactive composition patterns used to model asynchronous UI behavior, event streams, and data flows in Angular. This is a distinct cluster because Angular heavily relies on observables for component and service coordination.",
"slug": "rxjs-and-reactive-programming",
"source": "db"
},
"dimension_id": 306,
"input_skill": "RxJS",
"llm_role": null,
"matched_chosen_role": false,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
"role_dimension_saved": false,
"roles_from_db": [
{
"display_name": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
"slug": "angular-frontend-developer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 2635,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 7,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "State Management Patterns",
"id": 116,
"rationale": "Client-side state organization for forms, UI interactions, cached data, and cross-component coordination. This cluster is coherent because frontend work often hinges on predictable state transitions and data flow.",
"slug": "state-management-patterns",
"source": "db"
},
"dimension_id": 116,
"input_skill": "RxJS",
"llm_role": null,
"matched_chosen_role": true,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension saved",
"role_dimension_saved": true,
"roles_from_db": [
{
"display_name": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
"slug": "angular-frontend-developer",
"source": "db"
},
{
"display_name": "Flutter Developer",
"id": 74,
"rationale": null,
"role_archetype": "Engineering",
"slug": "flutter-developer",
"source": "db"
},
{
"display_name": "Frontend Developer",
"id": 7,
"rationale": null,
"role_archetype": null,
"slug": "frontend-engineer",
"source": "db"
},
{
"display_name": "Ionic Developer",
"id": 434,
"rationale": null,
"role_archetype": null,
"slug": "ionic-developer",
"source": "db"
},
{
"display_name": "React Frontend Developer",
"id": 89,
"rationale": null,
"role_archetype": "Engineering",
"slug": "react-frontend-developer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 2635,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 7,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "State Management Patterns",
"id": 116,
"rationale": "Client-side state organization for forms, UI interactions, cached data, and cross-component coordination. This cluster is coherent because frontend work often hinges on predictable state transitions and data flow.",
"slug": "state-management-patterns",
"source": "db"
},
"dimension_id": 116,
"input_skill": "NgRx",
"llm_role": null,
"matched_chosen_role": true,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension saved",
"role_dimension_saved": true,
"roles_from_db": [
{
"display_name": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
"slug": "angular-frontend-developer",
"source": "db"
},
{
"display_name": "Flutter Developer",
"id": 74,
"rationale": null,
"role_archetype": "Engineering",
"slug": "flutter-developer",
"source": "db"
},
{
"display_name": "Frontend Developer",
"id": 7,
"rationale": null,
"role_archetype": null,
"slug": "frontend-engineer",
"source": "db"
},
{
"display_name": "Ionic Developer",
"id": 434,
"rationale": null,
"role_archetype": null,
"slug": "ionic-developer",
"source": "db"
},
{
"display_name": "React Frontend Developer",
"id": 89,
"rationale": null,
"role_archetype": "Engineering",
"slug": "react-frontend-developer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 2634,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 7,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Angular Material and UI Kits",
"id": 308,
"rationale": "Reusable UI component libraries and design-system implementations used to accelerate Angular feature delivery. This cluster is coherent because Angular developers often assemble screens from standardized controls and patterns.",
"slug": "angular-material-and-ui-kits",
"source": "db"
},
"dimension_id": 308,
"input_skill": "Angular Material",
"llm_role": null,
"matched_chosen_role": false,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
"role_dimension_saved": false,
"roles_from_db": [
{
"display_name": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
"slug": "angular-frontend-developer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 2667,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 7,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "API Integration and Data Fetching",
"id": 127,
"rationale": "Client-side integration with backend endpoints and third-party services, including request shaping, response handling, and synchronization with UI state. This is central to frontend work because most screens depend on remote data.",
"slug": "api-integration-and-data-fetching",
"source": "db"
},
"dimension_id": 127,
"input_skill": "API",
"llm_role": null,
"matched_chosen_role": true,
"outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension saved",
"role_dimension_saved": true,
"roles_from_db": [
{
"display_name": "Angular Frontend Developer",
"id": 90,
"rationale": null,
"role_archetype": "Engineering",
"slug": "angular-frontend-developer",
"source": "db"
},
{
"display_name": "Frontend Developer",
"id": 7,
"rationale": null,
"role_archetype": null,
"slug": "frontend-engineer",
"source": "db"
},
{
"display_name": "Fullstack Developer",
"id": 15,
"rationale": null,
"role_archetype": null,
"slug": "full-stack-engineer",
"source": "db"
},
{
"display_name": "React Frontend Developer",
"id": 89,
"rationale": null,
"role_archetype": "Engineering",
"slug": "react-frontend-developer",
"source": "db"
},
{
"display_name": "Svelte Frontend Developer",
"id": 92,
"rationale": null,
"role_archetype": "Engineering",
"slug": "svelte-frontend-developer",
"source": "db"
},
{
"display_name": "Vue Frontend Developer",
"id": 91,
"rationale": null,
"role_archetype": "Engineering",
"slug": "vue-frontend-developer",
"source": "db"
},
{
"display_name": "Web Developer",
"id": 25,
"rationale": null,
"role_archetype": null,
"slug": "web-developer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 1568,
"skill_tag": "in_db",
"skipped_reason": null
}
],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 0
},
"planner_output": null,
"run_id": "e8293a59-6ef2-4b2d-8572-94875559f410"
}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.
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