Pipeline run
0d5c01d1-1ec1-43c2-925d-0230597c7ed0
Pipeline LLM cost (USD)
API 1: $0.0033
API 2: $0.0002
API 3: $0.0000
Total: $0.0035
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
· API and service implementation
Works on HCL/WebSphere Commerce changes end to end: gather requirements, design and build WCS web/backend components in JSP/JavaScript/Struts/EJB, and support integration testing, data conversion, and cutover for Extended Sites/store models.
"Involve in design and development of application components, both web components and backend components"
Tech stack maturity
Mainstream Modern
JavaScript backend development is a widely adopted, current mainstream stack that is commonly used in modern web services and APIs.
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 (8)
HCL WebSphere Commerce Enterprise
Extended Sites
JSP
JavaScript
Struts
EJB
Agile
Scrum
Skill cluster (2 dimension groups, role-scoped)
Programming Languages
JavaScript
Cross-cutting / unaligned
HCL WebSphere Commerce Enterprise
Extended Sites
JSP
Struts
EJB
Agile
Scrum
Show KRA description ↓
• The incumbent is expected to participate in gathering requirements, documenting and designing WCS functionality and the related enhancements within the application.
• Involve in design and development of application components, both web components and backend components
• Support application integration testing, integration development, data conversion and cutover activities
• Minimum of six (6) years of experience with full life cycle implementation of HCL/WebSphere Commerce Enterprise
• Minimum of three (3) years of experience implementing the Extended Sites model and the different store models within the framework Experience integrating with responsive user interface and responsive web design
• Minimum (3) years of experience with front end development technologies like JSP/JavaScript
• Experience with design, development and testing application extensions
• Strong understanding of the HCL/WCS runtime framework, comfortable working with Struts, experience developing front-end components, use of tag libraries, and comfortable developing WCS EJB, access and databeans
• Must have a Bachelor’s degree in Computer Science or equivalent
• Familiarity with Agile/Scrum methodologies
• Good communications skills
Signals
Skill
full-stack-engineer
0.17
Alias
backend-engineer
1.00
KRA
svelte-frontend-developer
0.51
Post-classification
Centroidupdated · n=1750
Alias collision log—
New-role queue—
New skills captured5
New KRA capturedyes
Captured for admin review
HCL WebSphere Commerce Enterprise
primary
↔
Backend Developer
pending
Extended Sites
primary
↔
Backend Developer
pending
JSP
primary
↔
Backend Developer
pending
Struts
primary
↔
Backend Developer
pending
EJB
primary
↔
Backend Developer
pending
R&R fragment (sim 0.00)
↔
Backend Developer
pending
• The incumbent is expected to participate in gathering requirements, documenting and designing WCS functionality and the related enhancements within the application. • Involve in design and developme…
Status:
completed
Created: 2026-05-27T17:39:57.530972Z
Updated: 2026-05-27T17:40:45.595252Z
API 3 duration: 6562 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
Backend Developer
CASE Aslug: backend-engineer · id: 1 · source: db
Exact alias hit on backend-engineer (1.0) — no other alias at this confidence; skill_top full-stack-engineer 0.17 does not contradict
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
Description - HP2B is seeking a Sr. Software Developer to take part in developing eCommerce Solutions for B2B applications. In this role, you will be responsible for designing and developing software, working with various functions and development teams in and outside the company and taking part in architecture discussions. Our ideal candidate is a team player with can-do attitude, who is enthusiastic problem solver. Primary Job Responsibilities Include • The incumbent is expected to participate in gathering requirements, documenting and designing WCS functionality and the related enhancements within the application. • Involve in design and development of application components, both web components and backend components • Support application integration testing, integration development, data conversion and cutover activities Required Qualifications • Minimum of six (6) years of experience with full life cycle implementation of HCL/WebSphere Commerce Enterprise • Minimum of three (3) years of experience implementing the Extended Sites model and the different store models within the framework Experience integrating with responsive user interface and responsive web design • Minimum (3) years of experience with front end development technologies like JSP/JavaScript • Experience with design, development and testing application extensions • Strong understanding of the HCL/WCS runtime framework, comfortable working with Struts, experience developing front-end components, use of tag libraries, and comfortable developing WCS EJB, access and databeans • Must have a Bachelor’s degree in Computer Science or equivalent • Familiarity with Agile/Scrum methodologies • Good communications skills About HP You’re out to reimagine and reinvent what’s possible—in your career as well as the world around you. So are we. We love taking on tough challenges, disrupting the status quo, and creating what’s next. We’re in search of talented people who are inspired by big challenges, driven to learn and grow, and dedicated to making a meaningful difference. HP is a technology company that operates in more than 170 countries around the world united in creating technology that makes life better for everyone, everywhere. Our history: HP’s commitment to diversity, equity and inclusion – it's just who we are. From the boardroom to factory floor, we create a culture where everyone is respected and where people can be themselves, while being a part of something bigger than themselves. We celebrate the notion that you can belong at HP and bring your authentic self to work each and every day. When you do that, you’re more innovative and that helps grow our bottom line. Come to HP and thrive!
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
HCL WebSphere Commerce Enterprise
Primary
New / orchestrated
API 3: new canonical path (new)
New / unmatched skill (orchestrated in API 2)
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
Derived legacy fields
- Category
- Cloud Platforms
- Sub-category
- general
- Skill nature
- PLATFORM
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Extended Sites
Primary
New / orchestrated
API 3: new canonical path (new)
New / unmatched skill (orchestrated in API 2)
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
Derived legacy fields
- Category
- Web Frameworks
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
JSP
Primary
New / orchestrated
API 3: new canonical path (new)
New / unmatched skill (orchestrated in API 2)
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
Derived legacy fields
- Category
- Programming Languages
- Sub-category
- general
- Skill nature
- LANGUAGE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
JavaScript
Primary
Library skill
API 3: existing canonical (in_db)
Existing skill (matched library)
Canonical: JavaScript
id=607
· javascript
Aliases — catalog
- JavaScript (CANONICAL) primary
- ES2015 (VERSION)
- ES2016 (VERSION)
- ES2017 (VERSION)
- ES2018 (VERSION)
- ES2019 (VERSION)
- ES2020 (VERSION)
- ES2021 (VERSION)
- ES2022 (VERSION)
- ES2023 (VERSION)
- ES2024 (VERSION)
- ES5 (VERSION)
- ES6 (VERSION)
- JavaScript ES2015 (VERSION)
- JavaScript ES2020 (VERSION)
- JavaScript ES6 (VERSION)
- modern JavaScript (VERSION)
Context tags (catalog)
AJAX
Angular
Babel
DOM
DOM manipulation
ES6
Express
JSON
Node.js
REST
RESTful
React
TypeScript
Vue
Vue.js
Webpack
async/await
asynchronous
callback
callback functions
closure
event-driven
jQuery
npm
promises
Stored enrichment (catalog DB)
- Category
- Language
- Sub-category
- Programming Language
- Vendor
- Mozilla
- License
- mpl
- Year introduced
- 1995
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: JavaScript appears in a very high volume of job postings across frontend, backend, and full-stack roles, and remains a core language in major ecosystems like Node.js and React.
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
-
JavaScript and TypeScript Catalog dimension db id 114
Library dimension (catalog)
Roles linked in library: Angular Frontend Developer, Frontend Developer, Ionic Developer, Node.js Backend Developer, React Frontend Developer, React Native Developer, Svelte Frontend Developer, Vue Frontend Developer, Web Developer
-
JavaScript for WordPress Catalog dimension db id 329
Library dimension (catalog)
Roles linked in library: WordPress Dev
-
Pega Programming Languages & DSLs Catalog dimension db id 267
Library dimension (catalog)
Roles linked in library: Pega Developer
-
Programming Languages Catalog dimension db id 1
Library dimension (catalog)
Roles linked in library: Backend Developer, Fullstack Developer, Fullstack Developer
-
Programming Languages & DSLs Catalog dimension db id 475
Library dimension (catalog)
Roles linked in library: Engineering Manager
-
Programming Languages & Template Languages Catalog dimension db id 359
Library dimension (catalog)
Roles linked in library: Drupal Dev
-
Sitecore Development Languages Catalog dimension db id 438
Library dimension (catalog)
Roles linked in library: Sitecore Dev
-
Storefront JavaScript and DOM Behavior Catalog dimension db id 422
Library dimension (catalog)
Roles linked in library: Shopify Dev
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 skipped (dimension not under chosen role) |
|
JavaScript and TypeScript
javascript-and-typescript
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
JavaScript for WordPress
javascript-for-wordpress
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Pega Programming Languages & DSLs
pega-programming-languages-dsls
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Programming Languages
programming-languages
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
|
Programming Languages & DSLs
programming-languages-dsls
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Programming Languages & Template Languages
programming-languages-template-languages
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Sitecore Development Languages
sitecore-development-languages
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Storefront JavaScript and DOM Behavior
storefront-javascript-and-dom-behavior
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Struts
Primary
New / orchestrated
API 3: new canonical path (new)
New / unmatched skill (orchestrated in API 2)
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
Derived legacy fields
- Category
- Web Frameworks
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
EJB
Primary
New / orchestrated
API 3: new canonical path (new)
New / unmatched skill (orchestrated in API 2)
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
Derived legacy fields
- Category
- Programming Languages
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Agile
Secondary
Library skill
API 3: existing canonical (in_db)
Existing skill (matched library)
Canonical: Agile
id=520
· agile
Aliases — catalog
- Agile (CANONICAL) primary
Context tags (catalog)
Kanban
SAFe
Scrum
backlog
backlog grooming
burndown
burndown chart
continuous delivery
continuous improvement
cross-functional
daily standup
epics
incremental development
iteration
iteration planning
lean
product backlog
product owner
retrospective
sprint
sprint planning
stand-up
story points
user stories
velocity
Stored enrichment (catalog DB)
- Category
- Methodology
- Sub-category
- Agile
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Agile appears in a large share of software job descriptions and is a standard hiring-pipeline requirement; Scrum/Kanban are commonly listed alongside it, showing broad market adoption.
Skill profile (library / DB)
- Skill nature
- METHODOLOGY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 8
- Sub-category id
- 3594
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
-
Software Concepts, Patterns & Practices Catalog dimension db id 478
Library dimension (catalog)
Roles linked in library: Engineering Manager
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) |
|
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Scrum
Secondary
Library skill
API 3: existing canonical (in_db)
Existing skill (matched library)
Canonical: Scrum
id=1215
· scrum
Aliases — catalog
- Scrum (CANONICAL) primary
Context tags (catalog)
Agile
Kanban
backlog
burndown chart
cross-functional team
daily standup
definition of done
increment
product owner
release planning
retrospective
scrum framework
scrum master
sprint
story points
user stories
velocity
Stored enrichment (catalog DB)
- Category
- Methodology
- Sub-category
- Scrum
- Confidence
- 0.99
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Scrum appears in a large share of agile project-management and product-owner job descriptions, and Scrum Alliance/PSM certifications are widely requested in hiring pipelines.
Skill profile (library / DB)
- Skill nature
- METHODOLOGY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 8
- Sub-category id
- 3627
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
React Frontend Development Catalog dimension db id 96
Library dimension (catalog)
-
Software Concepts, Patterns & Practices Catalog dimension db id 478
Library dimension (catalog)
Roles linked in library: Engineering Manager
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) |
|
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
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 |
|---|---|---|---|---|---|---|
| JavaScript | in_db |
Cross-Platform App Languages
cross-platform-app-languages
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| JavaScript | in_db |
JavaScript and TypeScript
javascript-and-typescript
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| JavaScript | in_db |
JavaScript for WordPress
javascript-for-wordpress
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| JavaScript | in_db |
Pega Programming Languages & DSLs
pega-programming-languages-dsls
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| JavaScript | in_db |
Programming Languages
programming-languages
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| JavaScript | in_db |
Programming Languages & DSLs
programming-languages-dsls
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| JavaScript | in_db |
Programming Languages & Template Languages
programming-languages-template-languages
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| JavaScript | in_db |
Sitecore Development Languages
sitecore-development-languages
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| JavaScript | in_db |
Storefront JavaScript and DOM Behavior
storefront-javascript-and-dom-behavior
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Agile | in_db |
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Agile | in_db |
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Scrum | in_db |
React Frontend Development
d_init_01
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Scrum | in_db |
Software Concepts, Patterns & Practices
software-concepts-patterns-practices
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | HCL WebSphere Commerce Enterprise | type=Cloud Platforms subtype=general nature=PLATFORM lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Extended Sites | type=Web Frameworks subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | JSP | type=Programming Languages subtype=general nature=LANGUAGE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Struts | type=Web Frameworks subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | EJB | type=Programming Languages subtype=general nature=CONCEPT lifespan=MULTI_YEAR |
nano JD Parser — gpt-4.1-nano click to toggle
RoleSr. Software Developer
CompanyHP
ExperienceMinimum of six (6) years of experience with full life cycle implementation of HCL/WebSphere Commerce Enterprise
DomainIT Services & Consulting
JD type
pass
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "HP is a technology company",
"last_5_words": "better for everyone, everywhere."
},
"text": "HP is a technology company that operates in more than 170 countries around the world united in creating technology that makes life better for everyone, everywhere.",
"word_count": 27
},
"certifications": [],
"company_name": "HP",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"Technology Services",
"IT Solutions"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science (or equivalent)",
"raw": "Must have a Bachelor\u2019s degree in Computer Science or equivalent",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 6,
"raw": "Minimum of six (6) years of experience with full life cycle implementation of HCL/WebSphere Commerce Enterprise"
},
"job_locations": [],
"role": "Sr. Software Developer",
"role_aliases": [
"Software Developer",
"Senior Software Engineer",
"SDE"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 3,
"heading": "Primary Job Responsibilities Include",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 The incumbent is expected",
"last_5_words": "data conversion and cutover activities"
},
"text": "\u2022 The incumbent is expected to participate in gathering requirements, documenting and designing WCS functionality and the related enhancements within the application.\n\u2022 Involve in design and development of application components, both web components and backend components\n\u2022 Support application integration testing, integration development, data conversion and cutover activities",
"word_count": 45
},
{
"bullet_count": 8,
"heading": "Required Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Minimum of six (6) years",
"last_5_words": "and good communications skills"
},
"text": "\u2022 Minimum of six (6) years of experience with full life cycle implementation of HCL/WebSphere Commerce Enterprise\n\u2022 Minimum of three (3) years of experience implementing the Extended Sites model and the different store models within the framework Experience integrating with responsive user interface and responsive web design\n\u2022 Minimum (3) years of experience with front end development technologies like JSP/JavaScript\n\u2022 Experience with design, development and testing application extensions\n\u2022 Strong understanding of the HCL/WCS runtime framework, comfortable working with Struts, experience developing front-end components, use of tag libraries, and comfortable developing WCS EJB, access and databeans\n\u2022 Must have a Bachelor\u2019s degree in Computer Science or equivalent\n\u2022 Familiarity with Agile/Scrum methodologies\n\u2022 Good communications skills",
"word_count": 104
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "HCL WebSphere Commerce Enterprise"
},
{
"is_primary": true,
"skill_name": "Extended Sites"
},
{
"is_primary": true,
"skill_name": "JSP"
},
{
"is_primary": true,
"skill_name": "JavaScript"
},
{
"is_primary": true,
"skill_name": "Struts"
},
{
"is_primary": true,
"skill_name": "EJB"
},
{
"is_primary": false,
"skill_name": "Agile"
},
{
"is_primary": false,
"skill_name": "Scrum"
}
],
"jd_role": {
"display_name": "Sr. Software Developer",
"rationale": null,
"role_aliases": [
"Software Developer",
"Senior Software Engineer",
"SDE"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "HP is a technology company",
"last_5_words": "better for everyone, everywhere."
},
"text": "HP is a technology company that operates in more than 170 countries around the world united in creating technology that makes life better for everyone, everywhere.",
"word_count": 27
},
"certifications": [],
"company_name": "HP",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"Technology Services",
"IT Solutions"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science (or equivalent)",
"raw": "Must have a Bachelor\u2019s degree in Computer Science or equivalent",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 6,
"raw": "Minimum of six (6) years of experience with full life cycle implementation of HCL/WebSphere Commerce Enterprise"
},
"job_locations": [],
"role": "Sr. Software Developer",
"role_aliases": [
"Software Developer",
"Senior Software Engineer",
"SDE"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 3,
"heading": "Primary Job Responsibilities Include",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 The incumbent is expected",
"last_5_words": "data conversion and cutover activities"
},
"text": "\u2022 The incumbent is expected to participate in gathering requirements, documenting and designing WCS functionality and the related enhancements within the application.\n\u2022 Involve in design and development of application components, both web components and backend components\n\u2022 Support application integration testing, integration development, data conversion and cutover activities",
"word_count": 45
},
{
"bullet_count": 8,
"heading": "Required Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Minimum of six (6) years",
"last_5_words": "and good communications skills"
},
"text": "\u2022 Minimum of six (6) years of experience with full life cycle implementation of HCL/WebSphere Commerce Enterprise\n\u2022 Minimum of three (3) years of experience implementing the Extended Sites model and the different store models within the framework Experience integrating with responsive user interface and responsive web design\n\u2022 Minimum (3) years of experience with front end development technologies like JSP/JavaScript\n\u2022 Experience with design, development and testing application extensions\n\u2022 Strong understanding of the HCL/WCS runtime framework, comfortable working with Struts, experience developing front-end components, use of tag libraries, and comfortable developing WCS EJB, access and databeans\n\u2022 Must have a Bachelor\u2019s degree in Computer Science or equivalent\n\u2022 Familiarity with Agile/Scrum methodologies\n\u2022 Good communications skills",
"word_count": 104
}
],
"urls": []
},
"rejected": false,
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],
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{
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{
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},
{
"display_name": "Fullstack Developer",
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{
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},
{
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},
{
"display_name": "Flutter Developer",
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{
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{
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},
{
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],
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{
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{
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{
"display_name": "Hybrid Mobile Developer",
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{
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{
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]
},
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"reasoning": "Exact alias hit on backend-engineer (1.0) \u2014 no other alias at this confidence; skill_top full-stack-engineer 0.17 does not contradict",
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},
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"new_skills_attached": [
{
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},
{
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},
{
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},
{
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},
{
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],
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}
}
API 2 — extract-details
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"typical_lifespan": "EVERGREEN",
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},
"matched_via": "alias"
},
{
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},
"matched_via": "alias"
},
{
"alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
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},
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}
],
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},
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},
{
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},
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],
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"dimensions": [
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},
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]
},
{
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]
},
{
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]
},
{
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]
},
{
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},
{
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},
{
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},
{
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]
},
{
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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}
],
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},
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},
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}
]
},
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},
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},
{
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},
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},
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},
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},
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}
]
},
{
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},
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}
]
},
{
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},
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}
]
},
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},
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]
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]
},
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}
]
},
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},
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}
]
},
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},
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}
]
}
],
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},
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},
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},
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},
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},
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},
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},
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"alias_text": "Agile",
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"id": 868,
"is_primary": true,
"match_strategy": "CASE_INSENSITIVE"
}
],
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"is_also_category": false,
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"typical_lifespan": "EVERGREEN",
"volatility": "STABLE"
},
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},
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},
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},
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}
]
}
],
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"was_in_llm_skills": true
},
{
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"alias_text": "Scrum",
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"id": 1851,
"is_primary": true,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
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"is_also_category": false,
"is_extractable": true,
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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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}
]
}
],
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"matched_via": "alias",
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"new_skill_meta": null,
"source_tag": "db",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"HCL WebSphere Commerce Enterprise",
"Extended Sites",
"JSP",
"Struts",
"EJB"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Backend Developer",
"id": 1,
"rationale": "Exact alias hit on backend-engineer (1.0) \u2014 no other alias at this confidence; skill_top full-stack-engineer 0.17 does not contradict",
"role_archetype": "A Backend Engineer designs, builds, and maintains the server-side logic and data handling that power applications and services. They focus on implementing reliable business functionality, integrating with other systems, and ensuring the backend is scalable, maintainable, and observable.",
"slug": "backend-engineer",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "HCL WebSphere Commerce Enterprise",
"tag": "new"
},
{
"skill": "Extended Sites",
"tag": "new"
},
{
"skill": "JSP",
"tag": "new"
},
{
"skill": "JavaScript",
"tag": "in_db"
},
{
"skill": "Struts",
"tag": "new"
},
{
"skill": "EJB",
"tag": "new"
},
{
"skill": "Agile",
"tag": "in_db"
},
{
"skill": "Scrum",
"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": 1,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Cross-Platform App Languages",
"id": 167,
"rationale": "Languages used to implement shared mobile features across iOS and Android from a common codebase. This is the primary coding surface for hybrid app logic, UI behavior, and platform-specific branching.",
"slug": "cross-platform-app-languages",
"source": "db"
},
"dimension_id": 167,
"input_skill": "JavaScript",
"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": "Hybrid Mobile Developer",
"id": 11,
"rationale": null,
"role_archetype": null,
"slug": "hybrid-mobile-developer",
"source": "db"
}
],
"skill_dimension_saved": true,
"skill_id": 607,
"skill_tag": "in_db",
"skipped_reason": null
},
{
"chosen_role_id": 1,
"dimension": {
"difficulty_hint": "well_known",
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"rationale": "Primary implementation languages for browser client code, UI logic, and shared frontend utilities. These languages are the main coding surface for building interactive web experiences in this role.",
"slug": "javascript-and-typescript",
"source": "db"
},
"dimension_id": 114,
"input_skill": "JavaScript",
"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",
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"rationale": null,
"role_archetype": "Engineering",
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},
{
"display_name": "Frontend Developer",
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