Pipeline run
11aebba6-2e99-48cc-85bb-52041a93132c
Pipeline LLM cost (USD)
API 1: $0.0107
API 2: $0.0000
API 3: $0.0000
Total: $0.0107
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
OVERLAP · web-developer
role baseline loaded
sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work
· Integration and event handling
Build and customize SAP Hybris Commerce base store flows end to end, including order management/Data Hub integration, while troubleshooting and fixing issues across Java/Spring/Hibernate, J2EE, and front-end/SQL layers. Also analyze existing Hybris implementations and support team handling/presentations under pressure. Also includes front-end web markup and scripting work.
"Knowledge of Hybris Order Management and Hybris Data Hub integration"
Tech stack maturity
Mainstream Modern
The skill set centers on Java/J2EE, Spring MVC, Hibernate, and SQL, which are classic enterprise backend technologies associated with mainstream legacy stacks rather than cloud-native or bleeding-edge architectures.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.40 / 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 (19)
SAP Hybris
Spring
Hibernate
Java
J2EE
HTML
CSS
JavaScript
XML
SQL
Servlets
JSP
Struts
Spring MVC
Microsoft SQL Server
jQuery
Hybris Order Management
Hybris Data Hub
SAP Hybris Commerce
Skill cluster (6 dimension groups, role-scoped)
Web Application Frameworks
Spring
J2EE
Spring MVC
Programming Languages
Java
JavaScript
ORMs and Data Access Layers
Hibernate
Styling and Responsive Layout
CSS
Web UI & Integration Frameworks
jQuery
Cross-cutting / unaligned
SAP Hybris
HTML
XML
SQL
Servlets
JSP
Struts
Microsoft SQL Server
Hybris Order Management
Hybris Data Hub
SAP Hybris Commerce
Show KRA description ↓
1 To develop a base store in SAP Hybris framework from end to end - Knowledge of Hybris Order Management and Hybris Data Hub integration
2 Experience in Spring, Hibernate and other J2EE technologies/frameworks
3 Troubleshooting and bug fixing issues - X/HTML, CSS, JavaScript, XML and SQL
4 Understanding the current Hybris system implementation and customization
1 Java Spring
2 Java Hibernate
3 SAP Hybris Commerce
4 Minimum primary skill and other technical skill required Servlets, JSP, Struts, Spring MVC, MsSQl, JQuery
1 Communication and leadership skills
2 Team handling and analytical skills
3 Presentation skills and ability to work under pressure
Signals
Skill
full-stack-engineer
0.44
Alias
backend-engineer
1.00
KRA
shopify-dev
0.44
Post-classification
Centroidupdated · n=662
Alias collision log#496
New-role queue—
New skills captured8
New KRA capturedyes
Captured for admin review
SAP Hybris
primary
↔
Backend Developer
pending
Servlets
primary
↔
Backend Developer
pending
JSP
primary
↔
Backend Developer
pending
Struts
primary
↔
Backend Developer
pending
Microsoft SQL Server
primary
↔
Backend Developer
pending
Hybris Order Management
↔
Backend Developer
pending
Hybris Data Hub
↔
Backend Developer
pending
SAP Hybris Commerce
↔
Backend Developer
pending
R&R fragment (sim 0.00)
↔
Backend Developer
pending
1 To develop a base store in SAP Hybris framework from end to end - Knowledge of Hybris Order Management and Hybris Data Hub integration 2 Experience in Spring, Hibernate and other J2EE technologies/f…
Status:
extract_from_jd_done
Created: 2026-05-27T14:45:52.557633Z
Updated: 2026-06-12T17:17:40.750152Z
Flow
Current 3-step pipeline
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Role
Chosen role & resolution
No chosen role stored for this run.
Job description
About Accenture: Accenture is a global professional services company with leading capabilities in digital, cloud and security. Combining unmatched experience and specialized skills across more than 40 industries, we offer Strategy and Consulting, Interactive, Technology and Operations services-all powered by the world's largest network of Advanced Technology and Intelligent Operations centers. Our 674,000 people deliver on the promise of technology and human ingenuity every day, serving clients in more than 120 countries.We embrace the power of change to create value and shared success for our clients, people, shareholders, partners and communities. Visit us at www.accenture.com Accenture | Let there be change We embrace change to create 360-degree value www.accenture.com Project Role :Application Developer Project Role Description :Design, build and configure applications to meet business process and application requirements. Management Level :10 Work Experience :4-6 years Work location :Pune Must Have Skills :SAP Hybris Commerce Good To Have Skills :No Technology Specialization Job Requirements : Key Responsibilities : 1 To develop a base store in SAP Hybris framework from end to end - Knowledge of Hybris Order Management and Hybris Data Hub integration 2 Experience in Spring, Hibernate and other J2EE technologies/frameworks 3 Troubleshooting and bug fixing issues - X/HTML, CSS, JavaScript, XML and SQL 4 Understanding the current Hybris system implementation and customization Technical Experience : 1 Java Spring 2 Java Hibernate 3 SAP Hybris Commerce 4 Minimum primary skill and other technical skill required Servlets, JSP, Struts, Spring MVC, MsSQl, JQuery Professional Attributes : 1 Communication and leadership skills 2 Team handling and analytical skills 3 Presentation skills and ability to work under pressure 15 years of full time education
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
SAP Hybris
Primary
No API 2 row (run stopped after API 1 or history missing)
Spring
Primary
No API 2 row (run stopped after API 1 or history missing)
Hibernate
Primary
No API 2 row (run stopped after API 1 or history missing)
Java
Primary
No API 2 row (run stopped after API 1 or history missing)
J2EE
Primary
No API 2 row (run stopped after API 1 or history missing)
HTML
Primary
No API 2 row (run stopped after API 1 or history missing)
CSS
Primary
No API 2 row (run stopped after API 1 or history missing)
JavaScript
Primary
No API 2 row (run stopped after API 1 or history missing)
XML
Primary
No API 2 row (run stopped after API 1 or history missing)
SQL
Primary
No API 2 row (run stopped after API 1 or history missing)
Servlets
Primary
No API 2 row (run stopped after API 1 or history missing)
JSP
Primary
No API 2 row (run stopped after API 1 or history missing)
Struts
Primary
No API 2 row (run stopped after API 1 or history missing)
Spring MVC
Primary
No API 2 row (run stopped after API 1 or history missing)
Microsoft SQL Server
Primary
No API 2 row (run stopped after API 1 or history missing)
jQuery
Primary
No API 2 row (run stopped after API 1 or history missing)
Hybris Order Management
Secondary
No API 2 row (run stopped after API 1 or history missing)
Hybris Data Hub
Secondary
No API 2 row (run stopped after API 1 or history missing)
SAP Hybris Commerce
Secondary
No API 2 row (run stopped after API 1 or history missing)
Library artifacts (this run)
No artifact rows for this run.
nano JD Parser — gpt-4.1-nano click to toggle
RoleApplication Developer
CompanyAccenture
Experience4-6 years
DomainIT Services & Consulting
Location
Pune, India
JD type
pass
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Accenture is a global professional",
"last_5_words": "value and shared success for our clients"
},
"text": "Accenture is a global professional services company with leading capabilities in digital, cloud and security. Combining unmatched experience and specialized skills across more than 40 industries, we offer Strategy and Consulting, Interactive, Technology and Operations services-all powered by the world\u0027s largest network of Advanced Technology and Intelligent Operations centers. Our 674,000 people deliver on the promise of technology and human ingenuity every day, serving clients in more than 120 countries.We embrace the power of change to create value and shared success for our clients, people, shareholders, partners and communities.",
"word_count": 84
},
"certifications": [],
"company_name": "Accenture",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO",
"Tech Consulting"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "Bachelor\u0027s - Any Discipline",
"raw": "15 years of full time education",
"requirement": "required"
}
],
"experience": {
"max": 6,
"min": 4,
"raw": "4-6 years"
},
"job_locations": [
{
"aliases": [
"Puna"
],
"city": "Pune",
"country": "India",
"state": null,
"work_mode": null
}
],
"role": "Application Developer",
"role_aliases": [
"App Developer",
"Software Developer",
"Application Engineer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 4,
"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 To develop a base store",
"last_5_words": "and Hybris Data Hub integration"
},
"text": "1 To develop a base store in SAP Hybris framework from end to end - Knowledge of Hybris Order Management and Hybris Data Hub integration\n2 Experience in Spring, Hibernate and other J2EE technologies/frameworks\n3 Troubleshooting and bug fixing issues - X/HTML, CSS, JavaScript, XML and SQL\n4 Understanding the current Hybris system implementation and customization",
"word_count": 56
},
{
"bullet_count": 4,
"heading": "Technical Experience",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 Java Spring 2 Java",
"last_5_words": "and other technical skill required"
},
"text": "1 Java Spring\n2 Java Hibernate\n3 SAP Hybris Commerce\n4 Minimum primary skill and other technical skill required Servlets, JSP, Struts, Spring MVC, MsSQl, JQuery",
"word_count": 36
},
{
"bullet_count": 3,
"heading": "Professional Attributes",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 Communication and leadership skills",
"last_5_words": "and ability to work under pressure"
},
"text": "1 Communication and leadership skills\n2 Team handling and analytical skills\n3 Presentation skills and ability to work under pressure",
"word_count": 27
}
],
"urls": [
{
"type": "website",
"url": "www.accenture.com"
}
]
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "SAP Hybris"
},
{
"is_primary": true,
"skill_name": "Spring"
},
{
"is_primary": true,
"skill_name": "Hibernate"
},
{
"is_primary": true,
"skill_name": "Java"
},
{
"is_primary": true,
"skill_name": "J2EE"
},
{
"is_primary": true,
"skill_name": "HTML"
},
{
"is_primary": true,
"skill_name": "CSS"
},
{
"is_primary": true,
"skill_name": "JavaScript"
},
{
"is_primary": true,
"skill_name": "XML"
},
{
"is_primary": true,
"skill_name": "SQL"
},
{
"is_primary": true,
"skill_name": "Servlets"
},
{
"is_primary": true,
"skill_name": "JSP"
},
{
"is_primary": true,
"skill_name": "Struts"
},
{
"is_primary": true,
"skill_name": "Spring MVC"
},
{
"is_primary": true,
"skill_name": "Microsoft SQL Server"
},
{
"is_primary": true,
"skill_name": "jQuery"
},
{
"is_primary": false,
"skill_name": "Hybris Order Management"
},
{
"is_primary": false,
"skill_name": "Hybris Data Hub"
},
{
"is_primary": false,
"skill_name": "SAP Hybris Commerce"
}
],
"jd_role": {
"display_name": "Application Developer",
"rationale": null,
"role_aliases": [
"App Developer",
"Software Developer",
"Application Engineer"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Accenture is a global professional",
"last_5_words": "value and shared success for our clients"
},
"text": "Accenture is a global professional services company with leading capabilities in digital, cloud and security. Combining unmatched experience and specialized skills across more than 40 industries, we offer Strategy and Consulting, Interactive, Technology and Operations services-all powered by the world\u0027s largest network of Advanced Technology and Intelligent Operations centers. Our 674,000 people deliver on the promise of technology and human ingenuity every day, serving clients in more than 120 countries.We embrace the power of change to create value and shared success for our clients, people, shareholders, partners and communities.",
"word_count": 84
},
"certifications": [],
"company_name": "Accenture",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO",
"Tech Consulting"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "Bachelor\u0027s - Any Discipline",
"raw": "15 years of full time education",
"requirement": "required"
}
],
"experience": {
"max": 6,
"min": 4,
"raw": "4-6 years"
},
"job_locations": [
{
"aliases": [
"Puna"
],
"city": "Pune",
"country": "India",
"state": null,
"work_mode": null
}
],
"role": "Application Developer",
"role_aliases": [
"App Developer",
"Software Developer",
"Application Engineer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 4,
"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 To develop a base store",
"last_5_words": "and Hybris Data Hub integration"
},
"text": "1 To develop a base store in SAP Hybris framework from end to end - Knowledge of Hybris Order Management and Hybris Data Hub integration\n2 Experience in Spring, Hibernate and other J2EE technologies/frameworks\n3 Troubleshooting and bug fixing issues - X/HTML, CSS, JavaScript, XML and SQL\n4 Understanding the current Hybris system implementation and customization",
"word_count": 56
},
{
"bullet_count": 4,
"heading": "Technical Experience",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 Java Spring 2 Java",
"last_5_words": "and other technical skill required"
},
"text": "1 Java Spring\n2 Java Hibernate\n3 SAP Hybris Commerce\n4 Minimum primary skill and other technical skill required Servlets, JSP, Struts, Spring MVC, MsSQl, JQuery",
"word_count": 36
},
{
"bullet_count": 3,
"heading": "Professional Attributes",
"heading_was_present": true,
"source_marker": {
"first_5_words": "1 Communication and leadership skills",
"last_5_words": "and ability to work under pressure"
},
"text": "1 Communication and leadership skills\n2 Team handling and analytical skills\n3 Presentation skills and ability to work under pressure",
"word_count": 27
}
],
"urls": [
{
"type": "website",
"url": "www.accenture.com"
}
]
},
"rejected": false,
"rejection_reason": null,
"run_id": "11aebba6-2e99-48cc-85bb-52041a93132c",
"stage3_signals": {
"alias_found": true,
"alias_match_roles": [
{
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 1,
"score": 1.0,
"slug": "backend-engineer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "Shopify Dev",
"kra_matches": [
{
"kra_text": "storefront integrations with business systems",
"sentence": "4 Understanding the current Hybris system implementation and customization",
"similarity": 0.4701
},
{
"kra_text": "storefront integrations with business systems",
"sentence": "1 To develop a base store in SAP Hybris framework from end to end - Knowledge of Hybris Order Management and Hybris Data Hub integration",
"similarity": 0.4496
},
{
"kra_text": "pricing and promotion presentation",
"sentence": "3 Presentation skills and ability to work under pressure",
"similarity": 0.4087
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 230,
"score": 0.4428,
"slug": "shopify-dev",
"total_count": null
},
{
"display_name": "Magento Dev",
"kra_matches": [
{
"kra_text": "commerce system integrations",
"sentence": "4 Understanding the current Hybris system implementation and customization",
"similarity": 0.5104
},
{
"kra_text": "commerce system integrations",
"sentence": "1 To develop a base store in SAP Hybris framework from end to end - Knowledge of Hybris Order Management and Hybris Data Hub integration",
"similarity": 0.4443
},
{
"kra_text": "Storefront journey implementation",
"sentence": "2 Experience in Spring, Hibernate and other J2EE technologies/frameworks",
"similarity": 0.3433
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 231,
"score": 0.4327,
"slug": "magento-dev",
"total_count": null
},
{
"display_name": "Pega Developer",
"kra_matches": [
{
"kra_text": "external system integration implementation",
"sentence": "4 Understanding the current Hybris system implementation and customization",
"similarity": 0.4801
},
{
"kra_text": "external system integration implementation",
"sentence": "2 Experience in Spring, Hibernate and other J2EE technologies/frameworks",
"similarity": 0.4198
},
{
"kra_text": "external system integration implementation",
"sentence": "1 To develop a base store in SAP Hybris framework from end to end - Knowledge of Hybris Order Management and Hybris Data Hub integration",
"similarity": 0.3747
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 24,
"score": 0.4249,
"slug": "pega-developer",
"total_count": null
},
{
"display_name": ".NET Backend Developer",
"kra_matches": [
{
"kra_text": "internal and third-party system integration",
"sentence": "4 Understanding the current Hybris system implementation and customization",
"similarity": 0.4735
},
{
"kra_text": "service interface design and implementation",
"sentence": "2 Experience in Spring, Hibernate and other J2EE technologies/frameworks",
"similarity": 0.406
},
{
"kra_text": "service interface design and implementation",
"sentence": "4 Minimum primary skill and other technical skill required Servlets, JSP, Struts, Spring MVC, MsSQl, JQuery",
"similarity": 0.3759
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 83,
"score": 0.4185,
"slug": "dotnet-backend-developer",
"total_count": null
},
{
"display_name": "Drupal Dev",
"kra_matches": [
{
"kra_text": "module customization and maintenance",
"sentence": "4 Understanding the current Hybris system implementation and customization",
"similarity": 0.5045
},
{
"kra_text": "external system integration",
"sentence": "2 Experience in Spring, Hibernate and other J2EE technologies/frameworks",
"similarity": 0.3728
},
{
"kra_text": "external system integration",
"sentence": "1 To develop a base store in SAP Hybris framework from end to end - Knowledge of Hybris Order Management and Hybris Data Hub integration",
"similarity": 0.3329
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 228,
"score": 0.4034,
"slug": "drupal-dev",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "Fullstack Developer",
"kra_matches": null,
"matched_count": 7,
"matched_skills": [
"CSS",
"Hibernate",
"J2EE",
"Java",
"JavaScript",
"Spring",
"Spring MVC"
],
"role_id": 15,
"score": 0.4375,
"slug": "full-stack-engineer",
"total_count": 16
},
{
"display_name": "Fullstack Developer",
"kra_matches": null,
"matched_count": 6,
"matched_skills": [
"CSS",
"J2EE",
"Java",
"JavaScript",
"Spring",
"Spring MVC"
],
"role_id": 435,
"score": 0.375,
"slug": "fullstack-developer",
"total_count": 16
},
{
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": 6,
"matched_skills": [
"Hibernate",
"J2EE",
"Java",
"JavaScript",
"Spring",
"Spring MVC"
],
"role_id": 1,
"score": 0.375,
"slug": "backend-engineer",
"total_count": 16
},
{
"display_name": "Pega Developer",
"kra_matches": null,
"matched_count": 6,
"matched_skills": [
"HTML",
"Java",
"JavaScript",
"SQL",
"XML",
"jQuery"
],
"role_id": 24,
"score": 0.375,
"slug": "pega-developer",
"total_count": 16
},
{
"display_name": "Java Backend Developer",
"kra_matches": null,
"matched_count": 5,
"matched_skills": [
"Hibernate",
"J2EE",
"Java",
"Spring",
"Spring MVC"
],
"role_id": 79,
"score": 0.3125,
"slug": "java-backend-developer",
"total_count": 16
}
]
},
"stage4_decision": {
"alias_collision_detected": true,
"case": "D",
"chosen_role": {
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 1,
"score": 1.0,
"slug": "backend-engineer",
"total_count": null
},
"confidence": 0.73,
"is_new_role": false,
"llm2_fired": true,
"llm2_reasoning": "The role\u2019s emphasis on Java/J2EE and SAP Hybris back-end development aligns best with a Backend Developer over a Shopify or full-stack profile.",
"matched_dimensions": [],
"matched_kras": [],
"matched_skills": [],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "LLM2 picked backend-engineer (confidence 0.73)",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": 662,
"centroid_updated": true,
"collision_log_id": 496,
"new_kra_attached": {
"best_kra_similarity": 0.0,
"queue_id": 707,
"r_and_r_preview": "1 To develop a base store in SAP Hybris framework from end to end - Knowledge of Hybris Order Management and Hybris Data Hub integration\n2 Experience in Spring, Hibernate and other J2EE technologies/f",
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"status": "pending"
},
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 10866,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "SAP Hybris",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 10867,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Servlets",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 10868,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "JSP",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 10869,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Struts",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 10870,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Microsoft SQL Server",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 10871,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Hybris Order Management",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 10872,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Hybris Data Hub",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 10873,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "SAP Hybris Commerce",
"status": "pending"
}
],
"queue_entry_id": null,
"v3_pipeline_triggered": false,
"v3_role_slug": null,
"v3_run_id": null
}
}
API 2 — extract-details
{}
API 3 — final-role-output
{}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.
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