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Pipeline run

64103a1b-d4ee-450e-9f9d-f1fce06bf062

Pipeline LLM cost (USD)
API 1: $0.0039 API 2: $0.0000 API 3: $0.0000 Total: $0.0039

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
Builds and modernizes Java Spring Boot microservices for core banking, handling high-volume transactions, fraud/reconciliation event streams, secure auth, and performance-tuned PostgreSQL-backed APIs while leading incident response and backend standards.
"Design and implement Java Spring Boot microservices for the core banking platform serving 20M+ daily transactions"
Tech stack maturity
Mainstream Modern cache hit
The stack centers on widely adopted enterprise Java and cloud-era backend technologies like Spring Boot, microservices, Kafka, gRPC, OAuth2, JWT, PostgreSQL, and Redis, which are characteristic of modern mainstream backend development.
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 (21)
Java Spring Boot Microservices PostgreSQL SQL Kafka OAuth 2.0 JWT Spring Security JPA Hibernate Redis gRPC REST SSO Connection Pooling Read Replicas Observability SLO Partitioning Indexing
Skill cluster (11 dimension groups, role-scoped)
Authentication and Authorization
OAuth 2.0 JWT Spring Security
API Design and Contracts
gRPC REST
ORMs and Data Access Layers
JPA Hibernate
Relational Database Design
PostgreSQL Indexing
Caching and State Management
Redis
Messaging and Event Streaming
Kafka
Microservices and Distributed Systems
Microservices
Performance and Scalability Tuning
Connection Pooling
Programming Languages
Java
Web Application Frameworks
Spring Boot
Cross-cutting / unaligned
SQL SSO Read Replicas Observability SLO Partitioning
Show KRA description ↓
We are seeking a Senior Java Backend Developer III to lead modernization of our core banking platform. You will build and maintain large-scale microservices in Java Spring Boot that handle account transactions, fraud detection workflows, and regulatory reporting pipelines. - Design and implement Java Spring Boot microservices for the core banking platform serving 20M+ daily transactions - Architect PostgreSQL data models and write performance-tuned SQL with read replicas and connection pooling - Build and maintain Kafka event streams for transaction processing, fraud detection, and reconciliation pipelines - Implement authentication via OAuth 2.0 and JWT, including session management and SSO integrations - Drive request validation, structured error handling, and global exception management across microservices - Mentor mid-level engineers, lead architecture reviews, and define backend engineering standards - Own production incident response, root-cause analysis, and post-mortem write-ups for backend services - Partner with SRE on observability dashboards, SLO tuning, and on-call runbook authoring - 8+ years of hands-on Java backend development - Deep expertise in Spring Boot, Spring Security, JPA, Hibernate, and the broader Spring ecosystem - Strong PostgreSQL fundamentals — schema design, query optimization, partitioning, indexing strategies - Production experience with Kafka, Redis, gRPC, and REST API design at scale - Track record leading 3-5 engineer pods through full feature lifecycle - Strong written and verbal communication

Signals

Skill backend-engineer
0.79
Alias backend-engineer
1.00
KRA backend-engineer
0.62

Post-classification

Centroidupdated · n=64
Alias collision log
New-role queue
New skills captured6
New KRA captured

Captured for admin review

Spring Security primary Backend Developer pending
JPA primary Backend Developer pending
SSO Backend Developer pending
Read Replicas Backend Developer pending
SLO Backend Developer pending
Partitioning Backend Developer pending
Status: extract_from_jd_done Created: 2026-05-21T17:46:42.596173Z Updated: 2026-05-21T17:46:43.459242Z
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

Job Title: Senior Java Backend Developer III
Company: GlobalBank Technology
Location: Pune, India
Experience: 8-10 years

About the Role:
We are seeking a Senior Java Backend Developer III to lead modernization of our core banking platform. You will build and maintain large-scale microservices in Java Spring Boot that handle account transactions, fraud detection workflows, and regulatory reporting pipelines.

Key Responsibilities:
- Design and implement Java Spring Boot microservices for the core banking platform serving 20M+ daily transactions
- Architect PostgreSQL data models and write performance-tuned SQL with read replicas and connection pooling
- Build and maintain Kafka event streams for transaction processing, fraud detection, and reconciliation pipelines
- Implement authentication via OAuth 2.0 and JWT, including session management and SSO integrations
- Drive request validation, structured error handling, and global exception management across microservices
- Mentor mid-level engineers, lead architecture reviews, and define backend engineering standards
- Own production incident response, root-cause analysis, and post-mortem write-ups for backend services
- Partner with SRE on observability dashboards, SLO tuning, and on-call runbook authoring

Required Qualifications:
- 8+ years of hands-on Java backend development
- Deep expertise in Spring Boot, Spring Security, JPA, Hibernate, and the broader Spring ecosystem
- Strong PostgreSQL fundamentals — schema design, query optimization, partitioning, indexing strategies
- Production experience with Kafka, Redis, gRPC, and REST API design at scale
- Track record leading 3-5 engineer pods through full feature lifecycle
- Strong written and verbal communication

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)
PostgreSQL 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)
Kafka Primary No API 2 row (run stopped after API 1 or history missing)
OAuth 2.0 Primary No API 2 row (run stopped after API 1 or history missing)
JWT Primary No API 2 row (run stopped after API 1 or history missing)
Spring Security Primary No API 2 row (run stopped after API 1 or history missing)
JPA 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)
Redis Primary No API 2 row (run stopped after API 1 or history missing)
gRPC 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)
SSO Secondary No API 2 row (run stopped after API 1 or history missing)
Connection Pooling Secondary No API 2 row (run stopped after API 1 or history missing)
Read Replicas Secondary No API 2 row (run stopped after API 1 or history missing)
Observability Secondary No API 2 row (run stopped after API 1 or history missing)
SLO Secondary No API 2 row (run stopped after API 1 or history missing)
Partitioning Secondary No API 2 row (run stopped after API 1 or history missing)
Indexing 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
RoleSenior Java Backend Developer III
CompanyGlobalBank Technology
Experience8-10 years
DomainFinancial Services
Location Pune, India
JD type pass
Show raw JSON
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API 1 — extract-from-jd click to toggle
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        "is_primary": false,
        "queue_id": 2055,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "SLO",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 2056,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Partitioning",
        "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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