Pipeline run
1f0afc6d-958e-48a1-8add-ea94d2e7c717
Pipeline LLM cost (USD)
API 1: $0.0123
API 2: $0.0000
API 3: $0.0000
Total: $0.0123
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
· Integration and event handling
Build Java/Spring Boot microservices and REST APIs, decompose monoliths into distributed services, and run them on Docker/Kubernetes and cloud while addressing scalability, performance, security, and event-driven integration needs.
"Develop event-driven architectures using message queues and streaming platforms"
Tech stack maturity
Modern Cloud Native
The skill set centers on Java Spring Boot microservices, Kubernetes, Docker, event-driven architecture, and distributed systems, which are strong indicators of a modern cloud-native backend 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 (20)
Java
Spring Boot
Microservices
SQL
NoSQL
Docker
Kubernetes
REST
Web Services
Distributed Systems
Event-Driven Architecture
AWS
GCP
Azure
Cloud Services
DevOps
Prometheus
Grafana
IBM WebSphere
IBM HTTP Server
Skill cluster (12 dimension groups, role-scoped)
Cloud Platforms
AWS
GCP
Azure
Observability and Incident Response
Prometheus
Grafana
API Design and Contracts
REST
CI/CD Pipeline Platforms
DevOps
Container Orchestration Platforms
Kubernetes
Deployment and Runtime Configuration
Docker
Microservices and Distributed Systems
Microservices
NoSQL Databases
NoSQL
Performance and Scalability Tuning
Distributed Systems
Programming Languages
Java
Web Application Frameworks
Spring Boot
Cross-cutting / unaligned
SQL
Web Services
Event-Driven Architecture
Cloud Services
IBM WebSphere
IBM HTTP Server
Show KRA description ↓
4-8 years of software development in Java and at least 3 years in Spring Boot and Microservices
Proficient in Java, Spring Boot, SQL, NoSQL, Docker, and Kubernetes.
Design and develop robust, scalable microservices using Java 8+ and Spring Boot
Comprehensive technical skills covering the full microservices ecosystem
Implement RESTful APIs and web services for seamless integration
Build distributed systems with proper service decomposition and boundaries
Develop event-driven architectures using message queues and streaming platforms
Skilled in monolithic to microservices migration strategies.
Experience in at least one cloud platform (AWS, GCP, Azure) with hands-on experience in cloud services.
Practical responsibilities from development to deployment
Modern tech stack including cloud, containers, and DevOps tools
Experience in designing and implementing Non-Functional Requirements (NFRs) like scalability, performance, and security.
Capable of handling high data volumes and designing analytics dashboards using analytical databases.
Ability to work as an individual contributor while managing and mentoring a team.
Strong client management skills to gather requirements and present system architectures.
Knowledge of monitoring tools like Prometheus and Grafana is an advantage.
Strong leadership, communication, and problem-solving skills.
Able to understand the IBM WebSphere and IBM Http server functionalities
Experience in Banking domain is added advantage
Signals
Skill
backend-engineer
0.64
Alias
backend-engineer
1.00
KRA
backend-engineer
0.52
Post-classification
Centroidupdated · n=777
Alias collision log—
New-role queue—
New skills captured4
New KRA captured—
Captured for admin review
Web Services
primary
↔
Backend Developer
pending
Cloud Services
↔
Backend Developer
pending
IBM WebSphere
↔
Backend Developer
pending
IBM HTTP Server
↔
Backend Developer
pending
Status:
extract_from_jd_done
Created: 2026-05-27T15:02:52.496296Z
Updated: 2026-06-12T16:55:29.477223Z
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
Apply Now Job Title Java Developer Job Description We're Concentrix. The intelligent transformation partner. Solution-focused. Tech-powered. Intelligence-fueled. The global technology and services leader that powers the world’s best brands, today and into the future. We’re solution-focused, tech-powered, intelligence-fueled. With unique data and insights, deep industry expertise, and advanced technology solutions, we’re the intelligent transformation partner that powers a world that works, helping companies become refreshingly simple to work, interact, and transact with. We shape new game-changing careers in over 70 countries, attracting the best talent. leading The Concentrix Technical Products and Services team is the driving force behind Concentrix’s transformation, data, and technology services. We integrate world-class digital engineering, creativity, and a deep understanding of human behavior to find and unlock value through tech-powered and intelligence-fueled experiences. We combine human-centered design, powerful data, and strong tech to accelerate transformation at scale. You will be surrounded by the best in the world providing market technology and insights to modernize and simplify the customer experience. Within our professional services team, you will deliver strategic consulting, design, advisory services, market research, and contact center analytics that deliver insights to improve outcomes and value for our clients. Hence achieving our vision. Our game-changers around the world have devoted their careers to ensuring every relationship is exceptional. And we’re proud to be recognized with awards such as "World's Best Workplaces," “Best Companies for Career Growth,” and “Best Company Culture,” year after year. Join us and be part of this journey towards greater opportunities and brighter futures. Please Find The JD Below 4-8 years of software development in Java and at least 3 years in Spring Boot and Microservices Proficient in Java, Spring Boot, SQL, NoSQL, Docker, and Kubernetes. Design and develop robust, scalable microservices using Java 8+ and Spring Boot Comprehensive technical skills covering the full microservices ecosystem Implement RESTful APIs and web services for seamless integration Build distributed systems with proper service decomposition and boundaries Develop event-driven architectures using message queues and streaming platforms Skilled in monolithic to microservices migration strategies. Experience in at least one cloud platform (AWS, GCP, Azure) with hands-on experience in cloud services. Practical responsibilities from development to deployment Modern tech stack including cloud, containers, and DevOps tools Experience in designing and implementing Non-Functional Requirements (NFRs) like scalability, performance, and security. Capable of handling high data volumes and designing analytics dashboards using analytical databases. Ability to work as an individual contributor while managing and mentoring a team. Strong client management skills to gather requirements and present system architectures. Knowledge of monitoring tools like Prometheus and Grafana is an advantage. Strong leadership, communication, and problem-solving skills. Able to understand the IBM WebSphere and IBM Http server functionalities Experience in Banking domain is added advantage Location: Bangalore Location: IND Bangalore - 55, Divyasree Towers, Bannerghatta Main Road Language Requirements Time Type: Full time If you are a California resident, by submitting your information, you acknowledge that you have read and have access to the Job Applicant Privacy Notice for California Residents Apply Now
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Java
Primary
No API 2 row (run stopped after API 1 or history missing)
Spring Boot
Primary
No API 2 row (run stopped after API 1 or history missing)
Microservices
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)
NoSQL
Primary
No API 2 row (run stopped after API 1 or history missing)
Docker
Primary
No API 2 row (run stopped after API 1 or history missing)
Kubernetes
Primary
No API 2 row (run stopped after API 1 or history missing)
REST
Primary
No API 2 row (run stopped after API 1 or history missing)
Web Services
Primary
No API 2 row (run stopped after API 1 or history missing)
Distributed Systems
Primary
No API 2 row (run stopped after API 1 or history missing)
Event-Driven Architecture
Primary
No API 2 row (run stopped after API 1 or history missing)
AWS
Secondary
No API 2 row (run stopped after API 1 or history missing)
GCP
Secondary
No API 2 row (run stopped after API 1 or history missing)
Azure
Secondary
No API 2 row (run stopped after API 1 or history missing)
Cloud Services
Secondary
No API 2 row (run stopped after API 1 or history missing)
DevOps
Secondary
No API 2 row (run stopped after API 1 or history missing)
Prometheus
Secondary
No API 2 row (run stopped after API 1 or history missing)
Grafana
Secondary
No API 2 row (run stopped after API 1 or history missing)
IBM WebSphere
Secondary
No API 2 row (run stopped after API 1 or history missing)
IBM HTTP Server
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
RoleJava Developer
CompanyConcentrix
Experience4-8 years of software development in Java
DomainIT Services & Consulting
Location
Bangalore, India
(onsite)
JD type
pass
Show raw JSON
{
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"last_5_words": "attracting the best talent."
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"text": "We\u0027re Concentrix. The intelligent transformation partner. Solution-focused. Tech-powered. Intelligence-fueled.\n\nThe global technology and services leader that powers the world\u2019s best brands, today and into the future. We\u2019re solution-focused, tech-powered, intelligence-fueled. With unique data and insights, deep industry expertise, and advanced technology solutions, we\u2019re the intelligent transformation partner that powers a world that works, helping companies become refreshingly simple to work, interact, and transact with. We shape new game-changing careers in over 70 countries, attracting the best talent.",
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"education": [],
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"min": 4,
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"job_locations": [
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"country": "India",
"state": "Karnataka",
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"role": "Java Developer",
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"heading_was_present": true,
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],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "Java"
},
{
"is_primary": true,
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},
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{
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},
{
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{
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"run_id": "1f0afc6d-958e-48a1-8add-ea94d2e7c717",
"stage3_signals": {
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"alias_match_roles": [
{
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"kra_match_roles": [
{
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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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],
"skill_match_roles": [
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{
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{
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{
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},
{
"display_name": "Node.js Backend Developer",
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"matched_skills": [
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"Spring Boot",
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}
]
},
"stage4_decision": {
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"case": "DOMAIN",
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},
"confidence": 0.98,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [
"Backend Software Engineering",
"Microservices Architecture",
"Distributed Systems Design",
"Cloud-Native Development",
"API and Web Services Integration",
"DevOps and Containerization",
"Scalability, Performance, and Security Engineering",
"Monitoring and Observability"
],
"matched_kras": [
"Design and develop robust, scalable microservices",
"Implement RESTful APIs and web services",
"Build distributed systems with proper service decomposition",
"Develop event-driven architectures using message queues",
"Skilled in monolithic to microservices migration strategies",
"Practical responsibilities from development to deployment",
"Design and implement NFRs like scalability, performance, and security",
"Handle high data volumes and designing analytics dashboards",
"Work as an individual contributor while managing and mentoring a team",
"Strong client management skills to gather requirements"
],
"matched_skills": [
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"Spring Boot",
"Microservices",
"SQL",
"NoSQL",
"Docker",
"Kubernetes",
"RESTful APIs",
"web services",
"message queues",
"streaming platforms",
"AWS",
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"Prometheus",
"Grafana",
"IBM WebSphere",
"IBM Http server"
],
"new_role_display_name": null,
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"queued": false,
"reasoning": "Domain=Software Engineering \u2192 sub-role java-backend-developer; The JD is centered on Java/Spring Boot microservices, REST APIs, distributed backend systems, cloud deployment, and monitoring, which best matches a backend developer role.",
"sub_role": {
"confidence": 0.99,
"display_name": "Java Backend Developer",
"reasoning": "The JD is explicitly centered on Java, Spring Boot, and Java-based microservices, which most clearly matches Java Backend Developer.",
"role_id": 79,
"slug": "java-backend-developer"
}
},
"stage5_updates": {
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"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": null,
"new_skills_attached": [
{
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"role_display_name": "Backend Developer",
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"skill_name": "Web Services",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 12273,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Cloud Services",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 12274,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "IBM WebSphere",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 12275,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "IBM HTTP Server",
"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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